Rule 1
	c.91.1 <= 0.00016
	->  class mips_07_25 "ABC transporters"

	Evaluation on training data (1366 items):
	at_At3g47730	mips_07	"ABC-type transport protein-like protein"
			mips_07_25
	at_At3g47740	mips_07	"ABC-type transport protein-like protein"
			mips_07_25
	at_At3g47750	mips_07	"ABC-type transport protein-like protein"
			mips_07_25
	at_At3g47770	mips_07	"ABC-type transport protein-like protein"
			mips_07_25
	at_At3g47780	mips_07	"ABC-type transport protein-like protein"
			mips_07_25
	at_At3g53480	mips_07	"ABC transporter - like protein"
			mips_07_25
	at_At3g55090	mips_07	"ABC transporter - like protein"
			mips_07_25
	at_At3g55130	mips_07	"ABC transporter - like protein"
			mips_07_25
	at_At4g27420	mips_07	"putative protein"
			mips_07_25
	at_At4g33460	mips_07	"unknown protein"
			mips_07_25
	at_At5g52860	mips_07	"ABC transporter-like protein"
			mips_07_25
	at_At5g60740	mips_07	"xABC transporter - like protein"
			mips_07_25
	at_At5g61690	mips_07	"ABC transport protein - like"
			mips_07_25
	at_At5g61730	mips_07	"ABC transport protein - like"
			mips_07_25
	Training Accuracy: 14/14 (100.00%)
	Training Frequency class 'mips_07_25': 23/1366 (1.68%)

	Evaluation on validation data (628 items):
	at_At3g55100	mips_07	"ABC transporter - like protein"
			mips_07_25
	at_At4g37870 -	mips_02	"phosphoenolpyruvate carboxykinase (ATP) -like protein"
			mips_02_01
	at_At5g19410	mips_07	"membrane transporter - like protein"
			mips_07_25
	at_At5g61740	mips_07	"ABC family transporter - like protein"
			mips_07_25
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_07_25': 6/628 (0.96%)

	Evaluation on propertest data (1012 items):
	at_At3g47760	mips_07	"ABC-type transport protein-like protein"
			mips_07_25
	at_At3g52310	mips_07	"ABC transporter-like protein"
			mips_07_25
	at_At3g53510	mips_07	"ABC transporter -like protein"
			mips_07_25
	at_At3g55110	mips_07	"ABC transporter - like protein"
			mips_07_25
	at_At4g19210 -	mips_01	"RNase L inhibitor-like protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_05
	at_At4g25750	mips_07	"putative membrane transporter"
			mips_07_25
	at_At5g02270	mips_07	"ABC transporter -like protein"
			mips_07_25
	at_At5g61700	mips_07	"ABC family transporter - like protein"
			mips_07_25
	Propertest Accuracy: 7/8 (87.50%)
	Propertest Frequency class 'mips_07_25': 13/1012 (1.28%)

	New (unknown) data (628 items):
	at_At1g31770 -	no entry	null
	at_At1g53270 -	mips_99	"putative ABC transporter emb:AAD22683.1"
	at_At1g54350 -	mips_99	"hypothetical protein"
	at_At1g66950 -	no entry	null
	at_At1g71960 -	mips_99	"putative ABC transporter"
	at_At2g01320 -	no entry	null
	at_At2g36380 -	no entry	null
	at_At2g37010 -	no entry	null
	at_At3g16340 -	mips_99	"putative ABC transporter"
	at_At3g21090 -	mips_99	"ABC transporter, putative"
	at_At3g25620 -	mips_99	"membrane transporter, putative"
	at_At5g14100 -	mips_99	"unknown protein"
	at_At5g65690 -	mips_99	"phosphoenolpyruvate carboxykinase (ATP) (EC 4.1.1.49) (pir::T05900)"
	at_At1g17840 -	mips_99	"putative ABC transporter (At1g17840)"
	at_At1g51460 -	mips_99	"ATP-dependent transmembrane transporter like protein"
	at_At1g53390 -	mips_99	"putative ABC transporter gb:AAD31586.1"
	at_At1g65410 -	mips_99	"ABC transporter like protein"
	at_At1g67940 -	mips_99	"ABC transporter like protein"
	at_At1g71330 -	mips_99	"putative ABC transporter"
	at_At2g13610 -	no entry	null
	at_At3g13220 -	mips_99	"ABC transporter"
	at_At5g06530 -	mips_99	"ABC transporter like protein"
	at_At5g13580 -	mips_99	"ABC transporter-like protein"
	at_At1g59870 -	mips_99	"putative ABC transporter (At1g59870)"
	at_At2g37360 -	no entry	null
	at_At2g39350 -	no entry	null
	at_At3g10670 -	mips_99	"ABC transporter like ATPase"


------------------
Rule 6
	f.14 <= 0.005
	->  class mips_07_01 "channels/pores"

	Evaluation on training data (1366 items):
	at_At3g48010	mips_07	"putative cyclic nucleotide-gated channel"
			mips_07_01
			mips_07_01_01
	at_At4g01840	mips_07	"putative potassium channel"
			mips_07_01
			mips_07_01_01
	at_At4g22200	mips_07	"potassium channel (AKT2)"
			mips_07_01
			mips_07_01_01
	at_At4g30360	mips_07	"cyclic nucleotide and calmodulin-regulated ion channel-like protein"
			mips_07_01
			mips_07_01_01
	at_At5g11210	mips_07	"putative protein (AtGLR2.5)"
			mips_07_01
			mips_07_01_01
	at_At5g37500 -	mips_07	"guard cell outward rectifying K+ channel"
			mips_07_04
			mips_07_04_04
	at_At5g54250	mips_07	"cyclic nucleotide and calmodulin-regulated ion channel"
			mips_07_01
	Training Accuracy: 6/7 (85.71%)
	Training Frequency class 'mips_07_01': 7/1366 (0.51%)

	Evaluation on validation data (628 items):
	at_At4g01010 -	mips_10	"cyclic nucleotide gated channel (CNGC4) like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_05
	at_At4g30560	mips_07	"cyclic nucleotide and calmodulin-regulated ion channel-like protein"
			mips_07_01
			mips_07_01_01
	at_At5g14870	mips_07	"cyclic nucleotide and calmodulin-regulated ion channel -like protein"
			mips_07_01
			mips_07_01_01
	Validation Accuracy: 2/3 (66.67%)
	Validation Frequency class 'mips_07_01': 3/628 (0.48%)

	Evaluation on propertest data (1012 items):
	at_At4g18160	mips_07	"potassium channel - like protein"
			mips_07_01
			mips_07_01_01
	at_At4g32500 -	mips_07	"potassium channel - protein"
			mips_07_04
			mips_07_04_04
	at_At4g32650	mips_07	"potassium channel protein AtKC"
			mips_07_01
			mips_07_01_01
	at_At5g15410	mips_07	"cyclic nucleotide-gated cation channel"
			mips_07_01
			mips_07_01_01
	at_At5g53130	mips_07	"cyclic nucleotide-regulated ion channel (emb:CAA76178.1)"
			mips_07_01
	at_At5g55630	mips_07	"outward rectifying potassium channel KCO"
			mips_07_01
	Propertest Accuracy: 5/6 (83.33%)
	Propertest Frequency class 'mips_07_01': 9/1012 (0.89%)

	New (unknown) data (628 items):
	at_At1g02510 -	mips_99	"hypothetical protein"
	at_At1g19780 -	mips_99	"cyclic nucleotide and calmodulin-regulated ion channel, putative"
	at_At2g17260 -	no entry	null
	at_At2g23980 -	no entry	null
	at_At2g46430 -	no entry	null
	at_At3g17690 -	mips_99	"hypothetical protein"
	at_At5g46240 -	mips_99	"potassium channel protein KAT1 (pir::S32816)"
	at_At1g01340 -	mips_99	"CaM-regulated potassium ion channel (ACBK1)"
	at_At2g24610 -	no entry	null
	at_At2g25600 -	no entry	null
	at_At2g26650 -	no entry	null
	at_At2g46450 -	no entry	null
	at_At3g17700 -	mips_99	"cyclic nucleotide-binding transporter 1 (CNBT1)"
	at_At5g46360 -	mips_99	"KCO-like protein 3 (emb:CAB40380.1)"
	at_At5g46370 -	mips_99	"outward rectifying potassium channel KCO"
	at_At5g49960 -	mips_99	"putative protein"
	at_At5g57940 -	mips_99	"cyclic nucleotide and calmodulin-regulated ion channel -like protein"
	at_At1g15990 -	mips_99	""
	at_At2g28260 -	no entry	null
	at_At2g46440 -	no entry	null
	at_At4g18290 -	mips_99	"potassium channel protein KAT2"
	at_At5g02940 -	mips_99	"unknown protein"


------------------
Rule 52
	c.61 <= 1.1e-22
	->  class mips_01_03 "nucleotide metabolism"

	Evaluation on training data (1366 items):
	at_At1g27450	mips_01	"adenine phosphoribosyltransferase 1, APRT"
			mips_01_03
			mips_01_03_01
	at_At1g80050	mips_01	"adenine phosphoribosyltransferase"
			mips_01_03
			mips_01_03_01
	at_At2g42910	mips_01	"putative ribose phosphate pyrophosphokinase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_03
			mips_01_03_01
	at_At5g11160	mips_01	"adenine phosphoribosyltransferase - like protein"
			mips_01_03
			mips_01_03_01
	Training Accuracy: 4/4 (100.00%)
	Training Frequency class 'mips_01_03': 30/1366 (2.20%)

	Evaluation on validation data (628 items):
	at_At1g32380	mips_01	"ribose-phosphate pyrophosphokinase 2"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_03
			mips_01_03_01
	at_At3g53900	mips_01	"uracil phosphoribosyltransferase-like protein"
			mips_01_03
			mips_01_03_04
	at_At4g12440	mips_01	"putative adenine phosphoribosyltransferase"
			mips_01_03
			mips_01_03_01
	at_At4g26510 -	mips_01	"uracil phosphoribosyl transferase like protein"
			mips_01_04
			mips_01_04_04
			mips_30
			mips_30_03
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_01_03': 17/628 (2.71%)

	Evaluation on propertest data (1012 items):
	at_At3g54470	mips_01	"UMP synthase"
			mips_01_03
			mips_01_03_01
	at_At4g22570	mips_01	"adenine phosphoribosyltransferase (EC 2.4.2.7) - like protein"
			mips_01_03
			mips_01_03_01
	at_At4g34740	mips_01	"amidophosphoribosyltransferase 2 precursor"
			mips_01_03
			mips_01_03_01
	at_At4g38880	mips_01	"amidophosphoribosyltransferase - like protein"
			mips_01_03
			mips_01_03_01
	Propertest Accuracy: 4/4 (100.00%)
	Propertest Frequency class 'mips_01_03': 28/1012 (2.77%)

	New (unknown) data (628 items):
	at_At1g71750 -	mips_99	"hypoxanthine ribosyl transferase, putative"
	at_At2g16570 -	no entry	null
	at_At3g27190 -	mips_99	"uracil phosphoribosyltransferase, putative"
	at_At5g40870 -	mips_99	"uridine kinase-like protein"
	at_At1g55810 -	mips_99	"uracil phosphoribosyltransferase 1, putative"
	at_At2g35390 -	no entry	null
	at_At3g27440 -	mips_99	"uridine kinase/uracil phosphoribosyl transferas, putative"


------------------
Rule 31
	a.74 <= 5.6e-06
	->  class mips_03_22 "cell cycle control and mitosis"

	Evaluation on training data (1366 items):
	at_At3g50070	mips_03	"cyclin D3-like protein"
			mips_03_22
	at_At4g03270	mips_03	"putative D-type cyclin"
			mips_03_22
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g34160	mips_03	"cyclin delta-3"
			mips_03_22
	at_At4g36650 -	mips_04	"transcription initiation factor like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
	at_At5g02110	mips_03	"putative protein"
			mips_03_22
	at_At5g11300	mips_03	"cyclin 3b"
			mips_03_22
	Training Accuracy: 5/6 (83.33%)
	Training Frequency class 'mips_03_22': 13/1366 (0.95%)

	Evaluation on validation data (628 items):
	at_At4g10680 -	mips_04	"putative protein"
			mips_04_05
	at_At4g35620	mips_03	"cyclin 2b protein"
			mips_03_22
	at_At4g37490	mips_03	"cyclin cyc1"
			mips_03_22
	at_At5g25380	mips_03	"cyclin 3a"
			mips_03_22
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_03_22': 15/628 (2.39%)

	Evaluation on propertest data (1012 items):
	at_At5g27620	mips_03	"cyclin H (AtCycH1)"
			mips_03_22
	at_At5g67260	mips_03	"cyclin D3-like protein"
			mips_03_22
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	Propertest Accuracy: 2/2 (100.00%)
	Propertest Frequency class 'mips_03_22': 10/1012 (0.99%)

	New (unknown) data (628 items):
	at_At1g20590 -	mips_99	"hypothetical protein"
	at_At1g47230 -	mips_99	"cyclin like protein"
	at_At1g70210 -	mips_99	"unknown protein"
	at_At2g22490 -	no entry	null
	at_At2g26760 -	no entry	null
	at_At2g45100 -	no entry	null
	at_At3g10330 -	mips_99	"transcription initiation factor IIB (TFIIB)"
	at_At3g11520 -	mips_99	"cyclin box"
	at_At3g21150 -	mips_99	"unknown protein"
	at_At4g19560 -	mips_99	"putative protein"
	at_At4g19600 -	mips_99	"unknown protein"
	at_At4g37630 -	mips_99	"putative protein"
	at_At5g65420 -	mips_99	"D-type cyclin (emb:CAB41347.1)"
	at_At1g14750 -	mips_99	"cyclin, putative"
	at_At1g15570 -	mips_99	"putative cyclin (At1g15570)"
	at_At1g16330 -	mips_99	"putative mitotic cyclin"
	at_At1g35440 -	mips_99	"hypothetical protein"
	at_At1g44110 -	mips_99	"mitotic cyclin a2-type, putative"
	at_At1g76310 -	mips_99	"putative G2/mitotic-specific cyclin 1 (B-like cyclin)"
	at_At1g80370 -	mips_99	"putative cyclin"
	at_At2g17620 -	no entry	null
	at_At2g19890 -	no entry	null
	at_At2g26430 -	no entry	null
	at_At2g44740 -	no entry	null
	at_At3g12280 -	mips_99	"putative retinoblastoma-associated protein"
	at_At3g21870 -	mips_99	"PREG-like protein, putative"
	at_At3g57370 -	mips_99	"putative protein"
	at_At3g60550 -	mips_99	"regulatory protein - like"
	at_At3g63120 -	mips_99	"unknown protein"
	at_At5g06150 -	mips_99	"mitosis-specific cyclin 1b"
	at_At5g07450 -	mips_99	"unknown protein"
	at_At5g43080 -	mips_99	"cyclin A-type"
	at_At5g45190 -	mips_99	"putative protein"
	at_At5g48630 -	mips_99	"cyclin C-like protein"
	at_At1g20610 -	mips_99	"hypothetical protein"
	at_At1g27630 -	mips_99	"cyclin like protein"
	at_At1g47210 -	mips_99	"cyclin like protein"
	at_At1g47220 -	mips_99	"cyclin, putative"
	at_At1g77390 -	mips_99	""
	at_At2g01280 -	no entry	null
	at_At2g41630 -	no entry	null
	at_At3g09360 -	mips_99	"putative transcription factor"
	at_At3g29380 -	mips_99	"transcription initiation factor IIB, putative"
	at_At4g35540 -	mips_99	"unknown protein"
	at_At5g48050 -	mips_99	"putative protein"
	at_At5g48640 -	mips_99	"cyclin C-like protein"
	at_At5g61650 -	mips_98	"PREG-like - like protein"


------------------
Rule 87
	a > 0.02
	d.15.1 <= 0.014
	->  class mips_06_13 "proteolysis"

	Evaluation on training data (1366 items):
	at_At3g62250	mips_06	"ubiquitin extension protein (UBQ5)"
			mips_06_13
	at_At4g02950	mips_06	"putative protein"
			mips_06_13
	at_At4g05320	mips_06	"polyubiquitin (ubq10)"
			mips_06_07
			mips_06_13
			mips_06_13_01
	at_At5g09340	mips_06	"ubiquitin-like protein"
			mips_06_13
	at_At5g16090 -	mips_11	"putative protein"
			mips_11_04
	at_At5g37640	mips_06	"polyubiquitin 4"
			mips_06_13
			mips_06_13_01
	Training Accuracy: 5/6 (83.33%)
	Training Frequency class 'mips_06_13': 51/1366 (3.73%)

	Evaluation on validation data (628 items):
	at_At3g52590 -	mips_05	"ubiquitin / ribosomal protein CEP52"
			mips_05_01
	at_At4g02890	mips_06	"polyubiquitin"
			mips_06_13
	at_At4g02970	mips_06	"putative protein"
			mips_06_13
	at_At4g05050	mips_06	"unknown protein"
			mips_06_13
			mips_06_13_01
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_06_13': 26/628 (4.14%)

	Evaluation on propertest data (1012 items):
	at_At4g15410 -	mips_10	"phosphatase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_13
	at_At4g26840 -	mips_06	"ubiquitin-like protein"
			mips_06_07
	at_At5g03240	mips_06	"polyubiquitin (ubq3)"
			mips_06_13
			mips_06_13_01
			mips_11
			mips_11_01
	at_At5g20620 -	mips_11	"polyubiquitin 4 UBQ4"
			mips_11_01
	Propertest Accuracy: 1/4 (25.00%)
	Propertest Frequency class 'mips_06_13': 41/1012 (4.05%)

	New (unknown) data (628 items):
	at_At1g13640 -	mips_99	"unknown protein"
	at_At1g23410 -	mips_99	"ubiquitin extension protein, putative"
	at_At1g51710 -	mips_99	"ubiquitin-specific protease 6 (UBP6)"
	at_At1g53950 -	mips_99	"hypothetical protein"
	at_At1g54210 -	mips_99	"unknown protein"
	at_At1g62040 -	mips_99	"unknown protein"
	at_At1g77870 -	mips_99	"NTGP5 like protein"
	at_At2g01650 -	no entry	null
	at_At2g01800 -	no entry	null
	at_At2g02770 -	no entry	null
	at_At2g36170 -	no entry	null
	at_At2g46500 -	no entry	null
	at_At3g07860 -	mips_99	"unknown protein"
	at_At3g09790 -	mips_99	"polyubiquitin"
	at_At3g13970 -	no entry	null
	at_At3g21280 -	mips_99	"ubiquitin-specific protease 7 (UBP7)"
	at_At3g28600 -	mips_99	"unknown protein"
	at_At3g28610 -	mips_99	"unknown protein"
	at_At3g49600 -	mips_99	"putative protein"
	at_At3g55360 -	mips_99	"synaptic glycoprotein SC2-like protein"
	at_At4g04210 -	mips_07	"putative membrane trafficking factor"
			mips_08
	at_At4g04620 -	mips_98	"putative symbiosis-related protein"
	at_At4g05270 -	mips_98	"putative protein (ubiquitin like)"
	at_At4g22150 -	mips_99	"putative protein"
	at_At5g06890 -	mips_99	"putative protein"
	at_At5g08110 -	mips_99	"putative protein"
	at_At5g15460 -	mips_99	"unknown protein"
	at_At5g24240 -	mips_99	"ubiquitin"
	at_At5g48710 -	mips_99	"putative protein"
	at_At5g58280 -	mips_99	"unknown protein"
	at_At5g63130 -	mips_99	"unknown protein"
	at_At1g11980 -	mips_99	"Ubiquitin-like protein RUB3"
	at_At1g14650 -	mips_99	"splicing factor, putative"
	at_At1g22050 -	mips_99	"known protein"
	at_At1g30060 -	mips_99	"hypothetical protein"
	at_At1g31340 -	mips_99	"putative ubiquitin (AtRUB1)"
	at_At1g53930 -	mips_99	"hypothetical protein"
	at_At1g59550 -	mips_99	"hypothetical protein"
	at_At1g65350 -	mips_99	""
	at_At1g70640 -	mips_99	"unknown protein"
	at_At1g77710 -	mips_99	"unknown protein"
	at_At2g03890 -	no entry	null
	at_At2g32360 -	no entry	null
	at_At2g35360 -	no entry	null
	at_At2g45170 -	no entry	null
	at_At2g47110 -	no entry	null
	at_At2g47970 -	no entry	null
	at_At3g10220 -	mips_99	"tubulin folding cofactor B"
	at_At3g15580 -	mips_99	"unknown protein"
	at_At3g21660 -	mips_99	"ubiquitin-regulatory protein, putative"
	at_At3g26980 -	mips_99	"geranylgeranylated protein, putative"
	at_At3g27310 -	mips_99	"unknown protein"
	at_At3g42590 -	mips_99	"putative protein"
	at_At3g45180 -	mips_99	"putative protein"
	at_At3g63000 -	mips_99	"unknown protein"
	at_At4g01000 -	mips_99	"putative protein"
	at_At4g03350 -	mips_99	"putative protein"
	at_At4g03370 -	mips_99	"putative protein"
	at_At4g05230 -	mips_99	"putative protein"
	at_At4g05240 -	mips_99	"putative protein"
	at_At4g05250 -	mips_98	"putative protein (ubiquitin like)"
	at_At4g05260 -	mips_98	"putative protein (ubiquitin like)"
	at_At4g12570 -	mips_98	"polyubiquitin-like protein"
	at_At4g14250 -	mips_99	"hypothetical protein"
	at_At4g16520 -	mips_98	"symbiosis-related like protein"
	at_At4g21980 -	mips_98	"symbiosis-related like protein"
	at_At4g24990 -	mips_99	"geranylgeranylated protein ATGP4"
	at_At4g32270 -	mips_99	"hypothetical protein"
	at_At4g37900 -	mips_99	"putative protein"
	at_At5g14360 -	mips_99	"putative protein"
	at_At5g35690 -	mips_99	"unknown protein"
	at_At5g40630 -	mips_99	"unknown protein"
	at_At5g42300 -	mips_99	"ubiquitin-like protein"
	at_At5g54860 -	mips_99	"unknown protein"
	at_At5g55160 -	mips_99	"ubiquitin-like protein SMT3-like"
	at_At5g55170 -	mips_99	"ubiquitin-like protein"
	at_At5g57860 -	mips_99	"unknown protein"
	at_At1g11970 -	mips_99	"hypothetical protein"
	at_At1g14570 -	mips_99	"unknown protein"
	at_At1g14640 -	mips_99	"splicing factor, putative"
	at_At1g26270 -	no entry	null
	at_At1g64470 -	mips_99	"ubiquitin, putative"
	at_At1g67280 -	mips_99	"unknown protein"
	at_At1g80060 -	mips_99	"hypothetical protein"
	at_At2g05630 -	no entry	null
	at_At2g32350 -	no entry	null
	at_At2g43210 -	no entry	null
	at_At3g12560 -	mips_99	"unknown protein"
	at_At3g60640 -	mips_98	"unknown protein"
	at_At4g03360 -	mips_99	"putative protein"
	at_At4g11740 -	mips_99	"Ara4-interacting protein (SAY1)"
	at_At4g15580 -	mips_99	"splicing factor like protein"
	at_At4g30790 -	mips_99	"putative protein"
	at_At5g11080 -	mips_99	"putative protein"
	at_At5g25340 -	mips_99	"unknown protein"
	at_At5g42220 -	mips_99	"unknown protein"
	at_At5g48700 -	mips_99	"putative protein"
	at_At5g58020 -	mips_98	"unknown protein"


------------------
Rule 188
	c.49.1 <= 4.4e-26
	->  class mips_02_01 "glycolysis and gluconeogenesis"

	Evaluation on training data (1366 items):
	at_At3g22960	mips_01	"pyruvate kinase like protein"
			mips_01_05
			mips_02
			mips_02_01
	at_At4g26390	mips_01	"pyruvate kinase like protein"
			mips_01_05
			mips_02
			mips_02_01
	at_At5g56350	mips_01	"pyruvate kinase"
			mips_01_05
			mips_02
			mips_02_01
	Training Accuracy: 3/3 (100.00%)
	Training Frequency class 'mips_02_01': 72/1366 (5.27%)

	Evaluation on validation data (628 items):
	at_At1g32440	mips_01	"putative pyruvate kinase, plastid isozyme (At1g32440)"
			mips_01_05
			mips_02
			mips_02_01
	at_At3g25960	mips_01	"putative pyruvate kinase"
			mips_01_05
			mips_02
			mips_02_01
	at_At3g55810	mips_01	"pyruvate kinase - like protein"
			mips_01_05
			mips_02
			mips_02_01
	at_At5g63680	mips_01	"pyruvate kinase"
			mips_01_05
			mips_02
			mips_02_01
	Validation Accuracy: 4/4 (100.00%)
	Validation Frequency class 'mips_02_01': 25/628 (3.98%)

	Evaluation on propertest data (1012 items):
	at_At5g08570	mips_01	"pyruvate kinase"
			mips_01_05
			mips_02
			mips_02_01
	at_At5g52920	mips_02	"pyruvate kinase"
			mips_02_01
	Propertest Accuracy: 2/2 (100.00%)
	Propertest Frequency class 'mips_02_01': 41/1012 (4.05%)

	New (unknown) data (628 items):


------------------
Rule 104
	a > 0.02
	b.40.4 <= 0.0013
	d.104.1 > 0
	->  class mips_03_16 "DNA synthesis and replication"

	Evaluation on training data (1366 items):
	at_At3g48930 -	mips_05	"cytosolic ribosomal protein S11"
			mips_05_01
	at_At3g59600 -	mips_04	"unknown protein (At3g59600)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_30
			mips_30_10
	at_At4g07450	mips_03	""
			mips_03_16
	at_At4g17300 -	mips_05	"asparagine--tRNA ligase"
			mips_05_10
	at_At4g19130	mips_03	"replication A protein-like"
			mips_03_16
	at_At4g26870 -	mips_05	"putative aspartate-tRNA ligase"
			mips_05_10
	at_At4g31180 -	mips_05	"aspartate--tRNA ligase - like protein"
			mips_05_10
	at_At4g33760 -	mips_05	"aspartate--tRNA ligase like protein"
			mips_05_10
	at_At4g36130 -	mips_05	"putative ribosomal protein L8"
			mips_05_01
			mips_99
	at_At5g08020	mips_03	"replication factor A - like protein"
			mips_03_16
			mips_03_19
	at_At5g28980	mips_03	"replication protein - like"
			mips_03_16
			mips_99
	at_At5g33420	mips_03	"replication protein A1-like"
			mips_03_16
	at_At5g35040	mips_03	"replication protein A1 - like"
			mips_03_16
	at_At5g59180 -	mips_04	"RNA polymerase II"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
	Training Accuracy: 6/14 (42.86%)
	Training Frequency class 'mips_03_16': 15/1366 (1.10%)

	Evaluation on validation data (628 items):
	at_At3g59980 -	mips_05	"unknown protein"
			mips_05_10
	at_At4g01500 -	mips_04	"putative DNA-binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g28940	mips_03	"replication protein - like"
			mips_03_16
	at_At5g45400	mips_03	"replication protein A1-like"
			mips_03_16
	Validation Accuracy: 2/4 (50.00%)
	Validation Frequency class 'mips_03_16': 4/628 (0.64%)

	Evaluation on propertest data (1012 items):
	at_At3g51190 -	mips_05	"ribosomal protein L8 homolog"
			mips_05_01
			mips_30
			mips_30_03
	at_At5g01290 -	mips_04	"mRNA capping enzyme - like protein"
			mips_04_05
			mips_04_05_05
	at_At5g02960 -	mips_05	"unknown protein"
			mips_05_01
	at_At5g27120 -	mips_04	"SAR DNA-binding protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_07
			mips_30
			mips_30_13
	at_At5g28210 -	mips_04	"mRNA capping enzyme - like"
			mips_04_05
			mips_04_05_05
	at_At5g30510 -	mips_05	"ribosomal protein S1"
			mips_05_01
			mips_30
			mips_30_26
	Propertest Accuracy: 0/6 (0.00%)
	Propertest Frequency class 'mips_03_16': 4/1012 (0.40%)

	New (unknown) data (628 items):
	at_At1g03360 -	mips_99	"hypothetical protein"
	at_At1g03810 -	mips_99	"hypothetical protein"
	at_At1g08390 -	mips_99	"unknown protein"
	at_At1g23750 -	mips_99	"unknown protein"
	at_At1g23790 -	mips_99	"hypothetical protein"
	at_At1g26630 -	mips_99	"initiation factor 5A-4, putative"
	at_At1g31010 -	no entry	null
	at_At1g35930 -	mips_99	"hypothetical protein"
	at_At1g35950 -	mips_99	"hypothetical protein"
	at_At1g36510 -	mips_99	"hypothetical protein"
	at_At1g36920 -	mips_99	"hypothetical protein"
	at_At1g42250 -	no entry	null
	at_At1g42400 -	mips_99	"hypothetical protein"
	at_At1g45080 -	mips_99	"hypothetical protein"
	at_At1g54430 -	mips_99	"hypothetical protein"
	at_At1g63210 -	mips_99	"chromatin structure regulator, putative"
	at_At1g64410 -	mips_99	"unknown protein"
	at_At1g68840 -	mips_99	"putative DNA-binding protein protein RAV2"
	at_At1g79850 -	mips_99	"30S ribosomal protein S17, chloroplast precursor (CS17)"
	at_At2g05480 -	no entry	null
	at_At2g06510 -	no entry	null
	at_At2g06610 -	no entry	null
	at_At2g06690 -	no entry	null
	at_At2g07320 -	no entry	null
	at_At2g09960 -	no entry	null
	at_At2g10840 -	no entry	null
	at_At2g14780 -	no entry	null
	at_At2g16040 -	no entry	null
	at_At2g17510 -	no entry	null
	at_At2g40780 -	no entry	null
	at_At3g09680 -	mips_99	"putative 40S ribosomal protein S23"
	at_At3g13270 -	mips_99	"hypothetical protein"
	at_At3g18880 -	mips_99	"ribosomal protein, putative"
	at_At3g30310 -	mips_99	"hypothetical protein"
	at_At3g30420 -	mips_99	"hypothetical protein"
	at_At3g42410 -	mips_99	"putative protein"
	at_At3g42440 -	mips_99	"putative protein"
	at_At3g42620 -	mips_99	"puttaive protein"
	at_At3g43100 -	mips_99	"putative protein"
	at_At3g43370 -	mips_99	"putative protein"
	at_At3g48500 -	mips_99	"hypothetical protein"
	at_At3g52630 -	mips_99	"putative protein"
	at_At4g03670 -	mips_99	"hypothetical protein"
	at_At4g07510 -	mips_99	"hypothetical protein"
	at_At4g09400 -	mips_99	"putative protein"
	at_At4g11060 -	mips_99	"unknown protein"
	at_At4g19300 -	mips_99	"hypothtetical protein"
	at_At4g30800 -	mips_99	"ribosomal protein S11 - like"
	at_At4g38680 -	mips_98	"glycine-rich protein 2 (GRP2)"
	at_At5g06310 -	mips_99	"putative protein"
	at_At5g33240 -	mips_99	"putative protein"
	at_At5g35260 -	mips_99	"putative protein"
	at_At5g37100 -	mips_99	"putative protein"
	at_At1g01030 -	mips_99	"DNA-binding protein, putative"
	at_At1g06790 -	mips_99	"RNA polymerase, putative"
	at_At1g08130 -	mips_99	"DNA ligase"
	at_At1g08760 -	mips_99	"unknown protein"
	at_At1g10590 -	mips_99	"similar to tyrosyl-tRNA synthetase isolog"
	at_At1g13260 -	mips_99	"unknown protein"
	at_At1g13950 -	mips_99	"putative initiation factor 5A-4"
	at_At1g14800 -	mips_99	"hypothetical protein"
	at_At1g25560 -	mips_99	"unknown protein"
	at_At1g34710 -	mips_99	"hypothetical protein"
	at_At1g49250 -	mips_99	"hypothetical protein"
	at_At1g49400 -	mips_99	"unknown protein"
	at_At1g54250 -	mips_99	"RNA polymerase I, II and III 16.5 kDa subunit"
	at_At1g69410 -	mips_99	"putative eukaryotic initiation factor 5A (eIF-5A)"
	at_At1g75670 -	mips_99	"unknown protein"
	at_At2g01440 -	no entry	null
	at_At2g04520 -	no entry	null
	at_At2g05090 -	no entry	null
	at_At2g05210 -	no entry	null
	at_At2g05570 -	no entry	null
	at_At2g05860 -	no entry	null
	at_At2g05870 -	no entry	null
	at_At2g05880 -	no entry	null
	at_At2g05890 -	no entry	null
	at_At2g06500 -	no entry	null
	at_At2g07300 -	no entry	null
	at_At2g07630 -	no entry	null
	at_At2g10370 -	no entry	null
	at_At2g11150 -	no entry	null
	at_At2g12140 -	no entry	null
	at_At2g14450 -	no entry	null
	at_At2g16010 -	no entry	null
	at_At2g16330 -	no entry	null
	at_At2g17870 -	no entry	null
	at_At2g19960 -	no entry	null
	at_At2g21060 -	no entry	null
	at_At2g24900 -	no entry	null
	at_At2g31920 -	no entry	null
	at_At2g32910 -	no entry	null
	at_At2g40290 -	no entry	null
	at_At3g08740 -	mips_99	"elongation factor P (EF-P) like protein"
	at_At3g11580 -	mips_99	"putative DNA binding protein"
	at_At3g13260 -	mips_99	"hypothetical protein"
	at_At3g13490 -	mips_99	"lysyl-tRNA synthetase like protein"
	at_At3g14170 -	mips_99	"unknown protein"
	at_At3g19610 -	mips_99	"hypothetical protein"
	at_At3g22900 -	mips_99	"unknown protein"
	at_At3g23700 -	mips_99	"unknown protein"
	at_At3g25730 -	mips_99	"AP2 domain transcription factor"
	at_At3g26560 -	mips_99	"ATP-dependent RNA helicase, putative"
	at_At3g30150 -	mips_99	"hypothetical protein"
	at_At3g31930 -	mips_99	"hypothetical protein"
	at_At3g32260 -	mips_99	"hypothetical protein"
	at_At3g32270 -	mips_99	"hypothetical protein"
	at_At3g42110 -	mips_99	"putative protein"
	at_At3g42420 -	mips_99	"putative protein"
	at_At3g42500 -	mips_99	"putative protein"
	at_At3g42760 -	mips_99	"putative protein"
	at_At4g03640 -	mips_99	"hypothetical protein"
	at_At4g05570 -	mips_99	""
	at_At4g07310 -	mips_99	""
	at_At4g07430 -	mips_99	""
	at_At4g07440 -	mips_99	""
	at_At4g08890 -	mips_90	"putative transposon protein"
	at_At4g13370 -	mips_99	"unknown protein"
	at_At4g14660 -	mips_99	"RNA polymerase II fifth largest subunit like protein"
	at_At4g18590 -	mips_98	"pollen-specific protein - like"
	at_At4g36020 -	mips_98	"glycine-rich protein"
	at_At5g23740 -	mips_99	"40S ribosomal protein S11"
	at_At5g27480 -	mips_99	"putative protein"
	at_At5g33200 -	mips_99	"putative protein"
	at_At5g34960 -	mips_99	"putative protein"
	at_At5g35250 -	mips_99	"putative protein"
	at_At5g36050 -	mips_99	"replication protein A1-like"
	at_At5g36830 -	mips_99	"putative protein"
	at_At5g37090 -	mips_99	"putative protein"
	at_At5g38890 -	no entry	null
	at_At5g57160 -	mips_99	"putative protein"
	at_At5g61000 -	mips_98	"RNA helicase"
	at_At5g63690 -	mips_99	"unknown protein"
	at_At1g07130 -	no entry	null
	at_At1g12800 -	mips_99	"unknown protein"
	at_At1g27810 -	no entry	null
	at_At1g35090 -	no entry	null
	at_At1g35920 -	mips_99	"hypothetical protein"
	at_At1g44860 -	mips_99	"hypothetical protein"
	at_At1g47720 -	mips_99	"unknown protein"
	at_At1g52950 -	mips_99	"replication protein A1, putative"
	at_At1g65440 -	mips_99	""
	at_At1g71720 -	mips_99	"RIBOSOMAL PROTEIN, putative"
	at_At2g11360 -	no entry	null
	at_At2g14330 -	no entry	null
	at_At2g16160 -	no entry	null
	at_At2g18020 -	no entry	null
	at_At2g36080 -	no entry	null
	at_At3g07420 -	mips_99	"putative asparaginyl-tRNA synthetase"
	at_At3g11710 -	mips_99	"lysyl-tRNA synthetase"
	at_At3g18580 -	mips_99	"hypothetical protein"
	at_At3g30500 -	mips_99	"hypothetical protein"
	at_At3g30550 -	mips_99	"putative replication protein"
	at_At3g31990 -	mips_99	"hypothetical protein"
	at_At3g42400 -	mips_99	"putative replication protein"
	at_At3g42980 -	mips_99	"putative protein"
	at_At3g43040 -	mips_99	"putative protein"
	at_At3g45350 -	mips_99	"putative protein"
	at_At4g03660 -	mips_99	"hypothetical protein"
	at_At4g07480 -	mips_99	"hypothetical protein"
	at_At4g07690 -	mips_99	"hypothetical protein"
	at_At4g07790 -	mips_90	"hypothetical protein"
	at_At4g14520 -	mips_99	"hypothetical protein"
	at_At4g20010 -	mips_99	"unknown protein"
	at_At4g26310 -	mips_99	"unknown protein"
	at_At4g28440 -	mips_99	"unknown protein"
	at_At5g05470 -	mips_99	"eukaryotic translation initiation factor 2 alpha subunit-like protein"
	at_At5g14150 -	mips_99	"predicted GPI-anchored protein"
	at_At5g33410 -	mips_99	"putative protein"
	at_At5g34460 -	mips_99	"putative protein"
	at_At5g34950 -	mips_99	"putative protein"
	at_At5g35280 -	mips_99	"putative protein"
	at_At5g35680 -	mips_99	"unknown protein"
	at_At5g37080 -	mips_99	"putative protein"


------------------
Rule 142
	b.80.1 <= 0.0019
	->  class mips_09_01 "biogenesis of cell wall (cell envelope)"

	Evaluation on training data (1366 items):
	at_At3g42950	mips_01	"polygalacturonase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At3g48950	mips_01	"endo-polygalacturonase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_09
			mips_09_01
	at_At3g49220 -	mips_01	"pectinesterase - like protein"
			mips_01_05
			mips_01_05_99
			mips_30
			mips_30_01
	at_At3g53190 -	mips_01	"pectate lyase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At3g59010	mips_01	"pectinesterase precursor-like protein"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At3g62170	mips_09	"PECTINESTERASE-like protein"
			mips_09_01
	at_At4g01890 -	mips_01	"putative polygalacturonidase"
			mips_01_05
	at_At4g02320	mips_09	"pectinesterase - like protein"
			mips_09_01
	at_At4g02330	mips_09	"unknown protein (At4g02330)"
			mips_09_01
	at_At4g22080	mips_01	"pectate lyase like protein"
			mips_01_05
			mips_09
			mips_09_01
	at_At4g22090	mips_01	"pectate lyase like protein"
			mips_01_05
			mips_09
			mips_09_01
	at_At4g24780 -	mips_01	"pectate lyase like protein"
			mips_01_05
	at_At5g07410	mips_01	"pectin methyl-esterase-like protein"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At5g07430	mips_01	"pectin methyl-esterase-like protein"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At5g09760 -	mips_01	"pectin methylesterase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_30
			mips_30_01
	at_At5g15110	mips_01	"pectate lyase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At5g19730	mips_09	"pectin methylesterase-like protein"
			mips_09_01
	at_At5g24770 -	mips_06	"vegetative storage protein Vsp2"
			mips_06_20
	at_At5g26810	mips_01	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At5g27870	mips_09	"pectin methyl-esterase - like protein"
			mips_09_01
	Training Accuracy: 14/20 (70.00%)
	Training Frequency class 'mips_09_01': 48/1366 (3.51%)

	Evaluation on validation data (628 items):
	at_At3g47400	mips_09	"pectinesterase-like protein"
			mips_09_01
	at_At3g62110 -	mips_01	"unknown protein"
			mips_01_05
	at_At4g03930	mips_01	"putative pectinesterase"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At4g15980	mips_01	"pectinesterase like protein"
			mips_01_05
			mips_01_05_01
			mips_09
			mips_09_01
	at_At4g23820 -	mips_01	"putative polygalacturonase"
			mips_01_05
	at_At4g33220	mips_09	"pectinesterase like protein"
			mips_09_01
	at_At4g33230	mips_09	"pectinesterase - like protein"
			mips_09_01
	at_At4g33440 -	mips_01	"putative polygalacturonase"
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_99
	at_At5g04310	mips_01	"pectate lyase-like protein"
			mips_01_05
			mips_01_05_01
			mips_09
			mips_09_01
	at_At5g14650 -	mips_01	"polygalacturonase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At5g27530	mips_01	"polygalacturonase-like protein"
			mips_01_05
			mips_09
			mips_09_01
	Validation Accuracy: 7/11 (63.64%)
	Validation Frequency class 'mips_09_01': 19/628 (3.03%)

	Evaluation on propertest data (1012 items):
	at_At3g43270	mips_01	"pectinesterase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At3g54920	mips_09	"pectate lyase - like protein"
			mips_09_01
	at_At3g55140	mips_01	"pectate lyase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_09
			mips_09_01
	at_At3g57510	mips_01	"endo-polygalacturonase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At3g59850	mips_01	"polygalacturonase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At3g60730 -	mips_01	"pectinesterase - like protein"
			mips_01_20
			mips_01_20_01
	at_At4g00190	mips_01	"putative pectinesterase"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At4g02300	mips_01	"putative pectinesterase"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At4g13210	mips_01	"pectate lyase like protein"
			mips_01_05
			mips_01_05_01
			mips_09
			mips_09_01
	at_At4g13710	mips_01	"putative pectate lyase A11"
			mips_01_05
			mips_01_05_01
			mips_09
			mips_09_01
	at_At4g13760	mips_09	"putative polygalacturonase"
			mips_09_01
	at_At4g32380	mips_01	"putative protein"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At5g07420	mips_01	"pectin methyl-esterase-like protein"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At5g20860	mips_01	"pectinesterase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_09
			mips_09_01
	at_At5g39910	mips_01	"polygalacturonase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At5g61680	mips_09	"pectin methyl-esterase - like protein"
			mips_09_01
	Propertest Accuracy: 15/16 (93.75%)
	Propertest Frequency class 'mips_09_01': 38/1012 (3.75%)

	New (unknown) data (628 items):
	at_At1g05310 -	no entry	null
	at_At1g14420 -	mips_99	"hypothetical protein"
	at_At1g23200 -	mips_99	"putative pectinesterase"
	at_At1g53840 -	mips_99	"unknown protein"
	at_At1g56100 -	mips_99	"hypothetical protein"
	at_At1g56710 -	mips_99	"polygalacturonase, putative"
	at_At1g60590 -	mips_99	"putative polygalacturonase"
	at_At1g67750 -	mips_99	"pectate lyase 1-like protein"
	at_At1g80140 -	mips_99	""
	at_At2g26620 -	no entry	null
	at_At2g36700 -	no entry	null
	at_At2g36710 -	no entry	null
	at_At2g43880 -	no entry	null
	at_At2g45220 -	no entry	null
	at_At2g47030 -	no entry	null
	at_At2g47040 -	no entry	null
	at_At3g07830 -	mips_99	"polygalacturonase like protein"
	at_At3g07850 -	mips_99	"exopolygalacturonase"
	at_At3g07970 -	mips_99	"putative polygalacturonase"
	at_At3g09540 -	mips_99	"putative pectate lyase"
	at_At3g10710 -	mips_99	"putative pectinesterase"
	at_At3g14310 -	mips_99	"pectin methylesterase like protein"
	at_At3g15720 -	mips_99	"polygalacturonase - like predicted GPI-anchored protein"
	at_At3g17060 -	mips_99	"pectinesterase, putative"
	at_At3g24130 -	mips_99	"pectinesterase, putative"
	at_At3g24670 -	mips_99	"pectate lyase, putative"
	at_At3g42160 -	mips_99	"putative protein"
	at_At3g54480 -	mips_99	"SKP1-interacting partner 5 (SKIP5)"
	at_At3g57790 -	mips_99	"putative protein"
	at_At5g04970 -	mips_99	"pectinesterase"
	at_At5g17200 -	mips_99	"polygalacturonase-like protein"
	at_At5g48900 -	mips_99	"pectate lyase"
	at_At5g51500 -	mips_99	"pectinesterase"
	at_At5g53370 -	mips_99	"pectinesterase"
	at_At1g02460 -	mips_99	"polygalacturonase PG1, putative"
	at_At1g02790 -	mips_99	"exopolygalacturonase (At1g02790)"
	at_At1g02810 -	mips_99	"putative protein"
	at_At1g04680 -	mips_99	"unknown protein"
	at_At1g05650 -	mips_99	"putative polygalacturonase"
	at_At1g10640 -	mips_99	"similar to polygalacturonase-like protein"
	at_At1g11590 -	mips_99	"putative pectin methylesterase"
	at_At1g11920 -	mips_99	"pectate lyase-like protein"
	at_At1g17150 -	mips_99	"putative polygalacturonase"
	at_At1g19170 -	mips_99	"unknown protein"
	at_At1g23460 -	mips_99	"putative polygalacturonase precursor"
	at_At1g23470 -	mips_99	"putative polygalacturonase precursor"
	at_At1g27440 -	mips_99	"unknown protein"
	at_At1g30350 -	mips_99	"hypothetical protein"
	at_At1g43080 -	mips_99	"hypothetical protein"
	at_At1g43090 -	mips_99	"hypothetical protein"
	at_At1g43100 -	mips_99	"hypothetical protein"
	at_At1g44980 -	mips_99	"hypothetical protein"
	at_At1g53830 -	mips_99	"unknown protein"
	at_At1g65570 -	mips_99	"hypothetical protein"
	at_At1g69940 -	mips_99	"pectinesterase like protein"
	at_At1g70500 -	mips_99	"putative polygalacturonase"
	at_At2g02720 -	no entry	null
	at_At2g15450 -	no entry	null
	at_At2g15470 -	no entry	null
	at_At2g19150 -	no entry	null
	at_At2g21610 -	no entry	null
	at_At2g23900 -	no entry	null
	at_At2g47280 -	no entry	null
	at_At2g47550 -	no entry	null
	at_At3g06770 -	mips_99	"unknown protein"
	at_At3g06830 -	mips_99	"pectin methylesterase like protein"
	at_At3g07010 -	mips_99	"putative pectate lyase"
	at_At3g07820 -	mips_99	"polygalacturonase (PGA3)"
	at_At3g07840 -	mips_99	"putative polygalacturonase"
	at_At3g10720 -	mips_99	"pectinesterase like protein"
	at_At3g14300 -	mips_99	"putative pectin methylesterase"
	at_At3g16850 -	mips_99	"polygalacturonase like protein"
	at_At3g24230 -	mips_99	"pectate lyase, putative"
	at_At3g26610 -	mips_99	"polygalacturonase, putative"
	at_At3g27400 -	mips_99	"pectate lyase, putative"
	at_At3g29090 -	mips_99	"pectinesterase like protein"
	at_At3g61490 -	mips_99	"unknown protein"
	at_At4g18180 -	mips_99	"polygalacturonase-like protein"
	at_At4g23500 -	mips_99	"unknown protein (At4g23500)"
	at_At4g27110 -	mips_99	"predicted GPI-anchored protein (by homology)"
	at_At5g04960 -	mips_99	"pectinesterase"
	at_At5g18990 -	mips_01	"pectin methyl esterase -like protein"
	at_At5g41870 -	mips_99	"polygalacturonase-like protein"
	at_At5g44830 -	mips_99	"polygalacturonase-like protein"
	at_At5g44840 -	mips_99	"polygalacturonase"
	at_At5g47500 -	mips_99	"pectin methylesterase-like"
	at_At5g48140 -	mips_99	"polygalacturonase"
	at_At5g51490 -	mips_99	"pectinesterase"
	at_At5g55590 -	mips_99	"putative protein"
	at_At5g63180 -	mips_99	"pectate lyase"
	at_At5g64640 -	mips_99	"pectin methylesterase-like protein"
	at_At1g05660 -	mips_99	"putative polygalacturonase"
	at_At1g11370 -	mips_99	"similar to flower-specific pectin methylesterase precursor gi:3342904; similar to ESTs gb:H36111, gb:T76576, gb:AI099976, gb:T42118"
	at_At1g11580 -	mips_99	"unknown protein"
	at_At1g48100 -	mips_99	"polygalacturonase PG1, putative"
	at_At1g78400 -	mips_99	"similar to exopolygalacturonase precursor sp:Q00293:PGLX_ASPTU"
	at_At1g80170 -	mips_99	"putative polygalacturonase"
	at_At2g15460 -	no entry	null
	at_At2g26440 -	no entry	null
	at_At2g26450 -	no entry	null
	at_At2g33160 -	no entry	null
	at_At2g40310 -	no entry	null
	at_At2g41850 -	no entry	null
	at_At2g43050 -	no entry	null
	at_At2g43860 -	no entry	null
	at_At2g43870 -	no entry	null
	at_At2g43890 -	no entry	null
	at_At3g14040 -	mips_99	"putative polygalacturonase"
	at_At3g27980 -	mips_99	"pectin methylesterase, putative"
	at_At4g20040 -	mips_99	"unknown protein"
	at_At4g20050 -	mips_99	"putative protein"
	at_At4g32370 -	mips_99	"putative protein"
	at_At4g35670 -	mips_99	"putative polygalacturonase"
	at_At5g09280 -	mips_98	"major pollen allergen-like protein"
	at_At5g49180 -	mips_99	"pectin methylesterase"
	at_At5g55720 -	mips_99	"pectate lyase"


------------------
Rule 3
	d.144.1 <= 7.3e-09
	->  class mips_10_01 "intracellular communication"

	Evaluation on training data (1366 items):
	at_At3g42880	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g44200	mips_10	"protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g44610	mips_10	"protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g45390	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g45420	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g45440	mips_10	"receptor like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g45780	mips_10	"nonphototropic hypocotyl 1 (NPH1)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g45860	mips_10	"protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g45920	mips_10	"protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g46140	mips_10	"protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g46160	mips_10	"protein kinase -like"
			mips_10_01
			mips_10_01_01
	at_At3g46290	mips_10	"receptor protein kinase -like"
			mips_10_01
			mips_10_01_01
	at_At3g46350	mips_10	"receptor-like protein kinase homolog"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_30
			mips_30_02
	at_At3g46400	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_30
			mips_30_02
	at_At3g46410	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_30
			mips_30_02
	at_At3g47090	mips_10	"receptor kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_11
			mips_11_05
			mips_11_05_01
			mips_30
			mips_30_02
	at_At3g47570	mips_10	"receptor kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_11
			mips_11_05
			mips_11_05_01
			mips_30
			mips_30_02
	at_At3g50000	mips_10	"CASEIN KINASE II, ALPHA CHAIN 2 (CK II)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g50500	mips_10	"protein kinase SPK-2"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g52890	mips_10	"protein kinase KIPK"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g53030	mips_10	"serine protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g53570	mips_10	"protein kinase (AME2/AFC1)"
			mips_10_01
			mips_10_01_01
	at_At3g53810	mips_10	"serine/threonine-specific kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g55950	mips_10	"receptor kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g59110	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g59350	mips_10	"protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g59420	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g59700	mips_10	"serine/threonine-specific kinase lecRK1 precursor,lectin receptor-like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g59730	mips_10	"receptor lectin kinase-like protein (fragment)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g59740	mips_10	"receptor lectin kinase 3"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g59790	mips_10	"mitogen-activated protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g62220	mips_10	"serine/threonine protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g01370	mips_10	"MAP kinase 4"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g01660 -	mips_07	"putative ABC transporter"
			mips_07_25
	at_At4g03390	mips_10	"SRF3 (LRR receptor-like protein kinase like protein)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g04490	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g04570	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g04740	mips_10	"putative calcium dependent protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g08470	mips_10	"putative mitogen-activated protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g08500	mips_10	"MEKK1/MAP kinase kinase kinase"
			mips_10_01
			mips_10_01_10
			mips_10_01_10_11
	at_At4g08800	mips_10	"casein kinase I like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_10_01_01_11
			mips_98
	at_At4g08850	mips_10	"receptor protein kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g09570	mips_10	"calmodulin-domain protein kinase CDPK isoform 4 (CPK4)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g09760 -	mips_01	"choline kinase GmCK2p -like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_01
	at_At4g11470	mips_10	"serine/threonine kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g11480	mips_10	"serine/threonine kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g11530	mips_10	"serine/threonine kinase-like protein (fragment)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g12020 -	mips_11	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
	at_At4g14340	mips_10	"casein kinase I"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g14350	mips_10	"protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g14480	mips_10	"kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g14580	mips_10	"CBL-interacting protein kinase 4 (CIPK4)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g14780	mips_10	"kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g18700	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g18710	mips_10	"shaggy-like protein kinase etha (EC 2.7.1.-)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g18950	mips_10	"protein kinase  like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g19110	mips_10	"putative serine/threonine-protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g20140 -	mips_06	"leucine rich repeat-like protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
			mips_99
	at_At4g21370	mips_10	"receptor kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g21380	mips_10	"receptor-like serine/threonine protein kinase ARK3"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_10_01_01_11
	at_At4g21940	mips_10	"calcium-dependent protein kinase  like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g24400	mips_10	"serine/threonine kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g25390	mips_10	"receptor kinase-like protein"
			mips_10_01
			mips_10_01_99
	at_At4g26890	mips_10	"putative NPK1-related protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g28350	mips_10	"receptor protein kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g28540	mips_10	"protein kinase ADK1-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g29050	mips_10	"serine/threonine-specific kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g29180	mips_10	"putative serine/threonine-specific receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g29380 -	mips_06	"putative protein"
			mips_06_04
	at_At4g29990	mips_10	"serine/threonine-specific receptor protein kinase LRRPK"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g31250	mips_10	"receptor kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g33950	mips_10	"protein kinase  like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g36070	mips_10	"Calcium-dependent serine/threonine protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g36180	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g36450	mips_10	"MAP kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g37250	mips_10	"receptor kinase like protein"
			mips_10_01
	at_At4g39110	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g01560	mips_10	"receptor like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g01810	mips_10	"serine/threonine protein kinase ATPK10"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g01950	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g02070	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g02800	mips_10	"protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g07070	mips_10	"serine/threonine protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g07150	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g07280	mips_10	"receptor-like protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g08160	mips_10	"serine/threonine protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g09350	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_03
	at_At5g10290	mips_10	"protein serine/threonine kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g10530	mips_10	"lectin-like protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g11400	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g11410	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g12000	mips_10	"putative receptor - like kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g13290	mips_10	"protein kinase precursor - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g14640	mips_10	"protein kinase MSK-3 - like"
			mips_10_01
			mips_10_01_05
			mips_10_01_05_11
	at_At5g16900	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g18500	mips_10	"Ser/Thr specific protein kinase - like protein"
			mips_10_01
			mips_10_01_01
	at_At5g18610	mips_10	"protein kinase -like protein"
			mips_10_01
			mips_10_01_01
	at_At5g19010	mips_10	"MAP kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g20690	mips_10	"receptor protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g22050	mips_10	"somatic embryogenesis receptor-like kinase - like protein"
			mips_10_01
			mips_10_01_05
			mips_10_01_05_11
	at_At5g24080	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g25110	mips_10	"serine/threonine protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g26150 -	mips_01	"putative protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
	at_At5g27510	mips_10	"protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g28290	mips_10	"serine (threonine) protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g35390	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g38240	mips_10	"receptor serine/threonine protein kinase -like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g38250	mips_10	"receptor serine/threonine protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g38260	mips_10	"receptor serine/threonine protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g38280	mips_10	"receptor serine/threonine kinase PR5K"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g39440	mips_10	"serine/threonine-specific protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g40440	mips_10	"MAP kinase kinase 3 (ATMKK3)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g55910	mips_10	"serine/threonine-specific protein kinase ATPK64 (pir::S20918)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g56460	mips_10	"protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g58940	mips_10	"receptor-like protein kinase precursor - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g58950	mips_10	"protein kinase 6 - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g59010	mips_10	"protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g59660	mips_10	"serine/threonine-specific protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g59670	mips_10	"serine/threonine-specific protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g59680	mips_10	"serine/threonine-specific protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g59700	mips_10	"receptor-like protein kinase precursor - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g60090	mips_10	"protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_10_01_01_11
	at_At5g60270	mips_10	"receptor like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g60900	mips_10	"S-receptor kinase homolog 2 precursor"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g61350	mips_10	"receptor-like protein kinase precursor - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_10_01_01_11
	at_At5g61570	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g62230	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g62310	mips_10	"IRE (root hair elongation)"
			mips_10_01
			mips_10_01_05
			mips_50
			mips_50_02
			mips_50_02_02
	Training Accuracy: 122/128 (95.31%)
	Training Frequency class 'mips_10_01': 192/1366 (14.06%)

	Evaluation on validation data (628 items):
	at_At3g47110	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_11
			mips_11_05
			mips_11_05_01
			mips_30
			mips_30_02
	at_At3g48750	mips_03	"protein kinase (cdc2)"
			mips_03_22
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g49370	mips_10	"calcium dependent protein kinase - like"
			mips_10_01
			mips_10_01_01
	at_At3g53930	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
	at_At3g59410	mips_10	"protein kinase like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g02630	mips_10	"putative serine/threonine protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g08480	mips_10	"putative mitogen-activated protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g10010	mips_10	"protein kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g11110 -	mips_04	"COP1 like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g11330	mips_10	"MAP kinase (ATMPK5)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g13000	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g17660	mips_10	"NAK like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g21390	mips_10	"serine/threonine kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g22130	mips_10	"SRF8 (LRR receptor protein kinase like)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g23650	mips_10	"calcium-dependent protein kinase (CDPK6)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g23740	mips_10	"putative receptor kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_10_01_01_11
	at_At4g26070	mips_10	"MEK1"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g26100	mips_10	"Col-0 casein kinase I like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g26610	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g28980 -	mips_03	"Cdk-activating kinase 1At (cak1At)"
			mips_03_22
	at_At4g29810	mips_10	"MAP kinase kinase 2"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g32300	mips_02	"S-receptor kinase -like protein"
			mips_02_11
			mips_02_11_01
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
			mips_11
			mips_11_07
			mips_11_07_03
			mips_99
	at_At4g35030	mips_10	"protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_30
			mips_30_02
	at_At4g35500	mips_10	"protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g01550	mips_10	"receptor like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g01820	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g01850	mips_10	"protein kinase ATN1-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g01920	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g03320	mips_10	"protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g10520	mips_10	"Pto kinase interactor - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
			mips_11
			mips_11_05
			mips_11_05_03
	at_At5g16000	mips_10	"receptor protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g19360	mips_10	"calcium-dependent protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g19450	mips_10	"calcium-dependent protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g20480	mips_10	"receptor protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g35370	mips_10	"receptor-like protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g40820 -	mips_03	"AtRAD3 (dbj:BAA92828.1)"
			mips_03_22
			mips_03_22_01
	at_At5g43320	mips_10	"casein kinase I"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g55090	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g58140	mips_10	"non phototropic hypocotyl 1-like (NPL1)"
			mips_10_01
			mips_10_01_05
			mips_10_01_05_11
	at_At5g60080	mips_10	"protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_10_01_01_11
	at_At5g61550	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g61560	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g67280	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	Validation Accuracy: 40/43 (93.02%)
	Validation Frequency class 'mips_10_01': 79/628 (12.58%)

	Evaluation on propertest data (1012 items):
	at_At3g18750	mips_10	"mitogen activated protein kinase kinase, putative"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_10_01_01_11
	at_At3g45240	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g45330	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g45410	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g45430	mips_10	"receptor like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g45640	mips_10	"mitogen-activated protein kinase 3"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g45670	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g45790	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g46330	mips_10	"receptor-like protein kinase homolog"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_30
			mips_30_02
	at_At3g46340	mips_10	"receptor-like protein kinase homolog"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_30
			mips_30_02
	at_At3g46370	mips_10	"receptor-like protein kinase homolog"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_30
			mips_30_02
	at_At3g47580	mips_10	"receptor kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_11
			mips_11_05
			mips_11_05_01
			mips_30
			mips_30_02
	at_At3g49670	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
	at_At3g50530	mips_10	"calcium/calmodulin-dependent protein kinase CaMK1"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g53380	mips_10	"receptor lectin kinase -like protein"
			mips_10_01
			mips_10_01_01
	at_At3g53590	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g53840	mips_10	"protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g54030	mips_10	"protein kinase -like protein"
			mips_10_01
			mips_10_01_01
	at_At3g54180 -	mips_03	"protein kinase cdc2 homolog B"
			mips_03_22
	at_At3g56370	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g56760	mips_10	"calcium-dependent protein kinase-like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g57830	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g58640	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g59750	mips_10	"receptor lectin kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At3g59830	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g61160	mips_10	"shaggy-like kinase beta"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
			mips_50
			mips_50_02
			mips_50_02_02
	at_At3g63260	mips_10	"ATMRK1"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g00720	mips_10	"Shaggy related protein kinase tetha"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g01330	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g02010	mips_10	"putative NAK-like ser/thr protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g03230	mips_10	"putative receptor kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g04500	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g04510	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g04540	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g04700	mips_10	"putative calcium-dependent protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g04710	mips_10	"putative calcium dependent protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g04720	mips_10	"putative calcium dependent protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g04960	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g05200	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
	at_At4g10730	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g11460	mips_10	"serine/threonine kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g11490	mips_10	"serine/threonine kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g11890	mips_10	"protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g11900	mips_10	"KI domain interacting kinase 1 -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g13190	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g16970	mips_10	"kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g20270	mips_10	"CLV1 receptor kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g20450	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g24100	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g24480	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g24740	mips_10	"protein kinase (AFC2)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g28490	mips_10	"receptor-like protein kinase 5 precursor (RLK5)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g29450	mips_10	"serine/threonine-specific receptor protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g30520	mips_10	"receptor-like kinase homolog"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g32830	mips_10	"putative serine/threonine protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g33430	mips_10	"somatic embryogenesis receptor-like kinase 3 (SERK3)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_99
	at_At4g35310	mips_10	"calmodulin-domain protein kinase CDPK isoform 5 (CPK5)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g38470	mips_10	"protein kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g38830	mips_10	"receptor-like protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g39400	mips_10	"brassinosteroid insensitive 1 gene (BRI1)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_10_01_05
			mips_10_01_05_01
	at_At5g01890	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g03140	mips_10	"receptor like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g03730	mips_10	"SERINE/THREONINE-PROTEIN KINASE CTR1"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
			mips_10_05
			mips_10_05_03
	at_At5g04510	mips_10	"3-phosphoinositide-dependent protein kinase-1 (PDK1)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g07140	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g07180	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g08590	mips_10	"serine/threonine-protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g10020	mips_10	"receptor protein kinase -like(fragment)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g10270 -	mips_03	"cdc2-like protein kinase"
			mips_03_22
	at_At5g11850	mips_10	"MAP3K like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g13160	mips_10	"protein kinase-like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g15080	mips_10	"serine/threonine specific protein kinase -like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
			mips_98
	at_At5g15730	mips_10	"serine/threonine-specific protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g24100	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g25440	mips_10	"protein kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g25930	mips_10	"receptor-like protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g26110 -	mips_06	"endopeptidase - like protein"
			mips_06_13
	at_At5g26751	mips_10	"shaggy-like kinase alpha"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g28080	mips_10	"mitogen activated protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g28680	mips_10	"receptor-like protein kinase precursor - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g35380	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g35960	mips_10	"serine/threonine protein kinase-like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g39000	mips_10	"protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g39020	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g39030	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g39390	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g39420 -	mips_03	"cyclin-dependent kinase CDC2C (CDC2CAt)"
			mips_03_22
	at_At5g40380	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	at_At5g40540	mips_10	"protein kinase - like protein"
			mips_10_01
			mips_10_01_01
	at_At5g47750	mips_10	"protein kinase (EC 2.7.1.37) 5 (pir::JN0505)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g49780	mips_10	"receptor protein kinase-like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g55830	mips_10	"serine/threonine-specific kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g58150	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
	at_At5g58520	mips_10	"protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g58540	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g59260	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g59270	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g59650	mips_10	"serine/threonine-specific protein kinase - like"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g60280	mips_10	"receptor like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g60300	mips_10	"receptor like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g60310	mips_10	"receptor like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g60320	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g60550	mips_10	"serine/threonine-protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g61480	mips_10	"leucine-rich receptor-like protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g63650	mips_10	"serine/threonine-protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At5g64070 -	mips_03	"phosphatidylinositol 4-kinase (emb:CAB37928.1)"
			mips_03_25
	Propertest Accuracy: 101/106 (95.28%)
	Propertest Frequency class 'mips_10_01': 159/1012 (15.71%)

	New (unknown) data (628 items):
	at_At1g01140 -	mips_99	"SOS2-like protein kinase PKS6/CBL-interacting protein kinase 9 (CIPK9)"
	at_At1g01540 -	mips_99	"unknown protein"
	at_At1g03930 -	mips_99	"putative protein kinase, ADK1"
	at_At1g04210 -	mips_99	"unknown protein"
	at_At1g04700 -	mips_99	"putative Ser/Thr protein kinase"
	at_At1g07150 -	mips_99	"hypothetical protein"
	at_At1g07550 -	mips_99	"protein kinase, putative"
	at_At1g07570 -	mips_99	"protein kinase APK1A"
	at_At1g09600 -	mips_99	"putative protein kinase"
	at_At1g11300 -	mips_99	"serine/threonine kinase, putative"
	at_At1g11350 -	mips_99	"putative receptor-like protein kinase gi:4008010; similar to EST gb:AI999419.1"
	at_At1g12580 -	mips_99	"unknown protein"
	at_At1g12680 -	mips_99	"Unknown protein (T12C24.22)"
	at_At1g13350 -	mips_99	"Unknown protein"
	at_At1g14000 -	mips_99	"putative protein kinase"
	at_At1g16120 -	mips_99	""
	at_At1g16130 -	mips_99	"unknown protein"
	at_At1g16260 -	mips_99	"putative wall-associated kinase"
	at_At1g16440 -	mips_99	"putative protein kinase"
	at_At1g17540 -	mips_99	"protein kinase, putative"
	at_At1g18040 -	mips_99	"unknown protein"
	at_At1g18150 -	mips_99	"unknown protein"
	at_At1g18390 -	mips_99	"wall-associated kinase, putative"
	at_At1g20650 -	mips_99	"unknown protein"
	at_At1g20930 -	mips_99	"putative cell division control protein, cdc2 kinase"
	at_At1g21210 -	mips_99	"hypothetical protein"
	at_At1g21250 -	mips_99	"putative wall-associated kinase 1"
	at_At1g25320 -	mips_99	"putative protein"
	at_At1g26970 -	mips_99	"protein kinase, putative"
	at_At1g28390 -	mips_99	"putative protein"
	at_At1g29730 -	mips_99	"Putative  receptor-like serine/threonine kinase"
	at_At1g29750 -	mips_99	"Receptor-like serine/threonine kinase (RFK1)"
	at_At1g30270 -	no entry	null
	at_At1g33260 -	mips_99	"hypothetical protein"
	at_At1g34100 -	no entry	null
	at_At1g34210 -	mips_99	"putative protein"
	at_At1g34300 -	mips_99	"unknown protein"
	at_At1g35710 -	mips_99	"protein kinase, putative"
	at_At1g45160 -	mips_99	"similar to IRE homolog 1 dbj:BAA89784.1"
	at_At1g48490 -	mips_99	"IRE - like protein kinase"
	at_At1g49100 -	mips_99	"putative receptor-like protein kinase gb:AAD15465.1"
	at_At1g50230 -	mips_99	"hypothetical protein"
	at_At1g50700 -	mips_99	"hypothetical protein"
	at_At1g51040 -	mips_99	"hypothetical protein"
	at_At1g51660 -	mips_99	"unknown protein"
	at_At1g51800 -	mips_99	"unknown protein"
	at_At1g51820 -	no entry	null
	at_At1g51850 -	no entry	null
	at_At1g51860 -	no entry	null
	at_At1g51880 -	no entry	null
	at_At1g51910 -	no entry	null
	at_At1g51940 -	no entry	null
	at_At1g52290 -	mips_99	"protein kinase, putative"
	at_At1g53430 -	mips_99	"receptor-like serine/threonine kinase, putative"
	at_At1g54820 -	mips_99	"hypothetical protein"
	at_At1g55200 -	mips_99	"protein kinase, putative"
	at_At1g60800 -	mips_99	"Putative Serine/Threonine protein kinase"
	at_At1g61380 -	mips_99	"S-like receptor protein kinase"
	at_At1g61480 -	mips_99	"S-like receptor protein kinase; member of gene cluster; similar to EST gb:T41816"
	at_At1g61550 -	mips_99	""
	at_At1g61950 -	mips_99	"hypothetical protein"
	at_At1g62090 -	mips_99	"hypothetical protein"
	at_At1g62400 -	mips_99	"hypothetical protein"
	at_At1g62950 -	mips_99	"protein kinase, putative"
	at_At1g63700 -	mips_99	"putative protein kinase"
	at_At1g64300 -	mips_99	"phytochrome, putative (At1g64300)"
	at_At1g65790 -	mips_99	"receptor kinase, putative"
	at_At1g66830 -	mips_99	"hypothetical protein"
	at_At1g66910 -	no entry	null
	at_At1g66980 -	mips_99	"putative kinase"
	at_At1g67470 -	mips_99	"putative protein kinase"
	at_At1g67520 -	mips_99	"putative receptor protein kinase"
	at_At1g69790 -	mips_99	"putative protein kinase"
	at_At1g69910 -	mips_99	"putative protein kinase"
	at_At1g70250 -	mips_99	"hypothetical protein"
	at_At1g70520 -	mips_99	"protein kinase like protein"
	at_At1g71410 -	no entry	null
	at_At1g71530 -	no entry	null
	at_At1g71697 -	no entry	null
	at_At1g71830 -	mips_99	"protein kinase, putative"
	at_At1g72300 -	mips_99	"leucine-rich receptor-like protein kinase, putative"
	at_At1g72540 -	mips_99	"putative protein kinase"
	at_At1g72710 -	mips_99	"putative casein kinase I"
	at_At1g72760 -	mips_99	"putative protein kinase"
	at_At1g73080 -	mips_99	"unknown protein"
	at_At1g73500 -	mips_99	"unknown protein"
	at_At1g74330 -	mips_99	"putative protein kinase"
	at_At1g75820 -	mips_99	"receptor kinase (CLV1)"
	at_At1g76040 -	mips_99	"calcium-dependent protein kinase (CPK29)"
	at_At1g76370 -	mips_99	"putative protein kinase"
	at_At1g78940 -	mips_99	"unknown protein"
	at_At1g79600 -	mips_99	"unknown protein"
	at_At1g79680 -	mips_99	"unknown protein"
	at_At1g80870 -	mips_99	"protein kinase, putative"
	at_At2g01950 -	no entry	null
	at_At2g02780 -	no entry	null
	at_At2g02800 -	no entry	null
	at_At2g04300 -	no entry	null
	at_At2g07020 -	no entry	null
	at_At2g07040 -	no entry	null
	at_At2g17220 -	no entry	null
	at_At2g17290 -	no entry	null
	at_At2g17520 -	no entry	null
	at_At2g18170 -	no entry	null
	at_At2g19400 -	no entry	null
	at_At2g19470 -	no entry	null
	at_At2g20850 -	no entry	null
	at_At2g21480 -	no entry	null
	at_At2g23030 -	no entry	null
	at_At2g23070 -	no entry	null
	at_At2g23080 -	no entry	null
	at_At2g23450 -	no entry	null
	at_At2g24230 -	no entry	null
	at_At2g26290 -	no entry	null
	at_At2g28940 -	no entry	null
	at_At2g29220 -	no entry	null
	at_At2g30040 -	no entry	null
	at_At2g30730 -	no entry	null
	at_At2g32800 -	no entry	null
	at_At2g33170 -	no entry	null
	at_At2g34180 -	no entry	null
	at_At2g34290 -	no entry	null
	at_At2g34650 -	no entry	null
	at_At2g35050 -	no entry	null
	at_At2g38620 -	no entry	null
	at_At2g38910 -	no entry	null
	at_At2g39110 -	no entry	null
	at_At2g39180 -	no entry	null
	at_At2g39360 -	no entry	null
	at_At2g39660 -	no entry	null
	at_At2g40090 -	no entry	null
	at_At2g40270 -	no entry	null
	at_At2g40860 -	no entry	null
	at_At2g41970 -	no entry	null
	at_At2g42550 -	no entry	null
	at_At2g42880 -	no entry	null
	at_At2g43790 -	no entry	null
	at_At2g43830 -	no entry	null
	at_At2g43930 -	no entry	null
	at_At2g45590 -	no entry	null
	at_At2g48010 -	no entry	null
	at_At3g08720 -	mips_99	"putative ribosomal-protein S6 kinase (ATPK19)"
	at_At3g08870 -	mips_99	"putative serine/threonine protein kinase"
	at_At3g09240 -	mips_99	"putative protein kinase"
	at_At3g09830 -	mips_99	"putative protein kinase"
	at_At3g10660 -	mips_99	"calmodulin-domain protein kinase CDPK isoform 2"
	at_At3g12690 -	mips_99	"protein kinase, putative"
	at_At3g13380 -	mips_99	"brassinosteroid receptor kinase, putative"
	at_At3g13670 -	mips_99	"casein kinase, putative"
	at_At3g14350 -	mips_99	"SRF7 (LRR receptor protein kinase like)"
	at_At3g14370 -	mips_99	"putative protein kinase"
	at_At3g16030 -	mips_99	"putative receptor kinase"
	at_At3g17420 -	mips_99	"serine/threonine protein kinase, putative"
	at_At3g17510 -	mips_99	"CBL-interacting protein kinase 1 (CIPK1)"
	at_At3g17750 -	mips_99	"protein kinase, putative"
	at_At3g17840 -	mips_99	"receptor kinase, putative"
	at_At3g19100 -	mips_99	"CDPK-related kinase"
	at_At3g21340 -	mips_99	"serine/threonine-specific protein kinase, putative"
	at_At3g21630 -	mips_99	"receptor like protein kinase"
	at_At3g22420 -	mips_99	"putative protein kinase"
	at_At3g23310 -	mips_99	"protein kinase like protein"
	at_At3g24240 -	mips_99	"receptor kinase, putative"
	at_At3g24550 -	mips_99	"protein kinase, putative"
	at_At3g25840 -	mips_99	"protein kinase, putative"
	at_At3g27560 -	mips_99	"putative protein kinase, ATN1"
	at_At3g27580 -	mips_99	"serine/threonine-protein kinase, PK7"
	at_At3g28040 -	mips_99	"unknown protein"
	at_At3g46920 -	mips_98	"protein kinase - like protein"
	at_At3g48260 -	mips_98	"protein kinase -like protein"
	at_At3g50310 -	mips_99	"protein kinase -like protein"
	at_At3g50720 -	mips_99	"protein kinase ATN1 -like protein"
	at_At3g50730 -	mips_99	"protein kinase ATN1 - like protein"
	at_At3g51550 -	mips_98	"receptor protein kinase like protein"
	at_At3g51630 -	mips_98	"MAP kinase like protein"
	at_At3g56280 -	mips_99	"protein kinase"
	at_At3g57720 -	mips_98	"protein kinase - like protein"
	at_At3g57740 -	mips_99	"putative protein"
	at_At3g57770 -	mips_98	"protein kinase - like protein"
	at_At3g58690 -	mips_99	"serine/threonine-specific protein kinase -like protein"
	at_At3g63280 -	mips_98	"unknown protein"
	at_At4g00330 -	mips_98	"unknown protein"
	at_At4g00710 -	mips_99	"unknown protein"
	at_At4g00960 -	mips_98	""
	at_At4g02420 -	mips_98	""
	at_At4g10390 -	mips_99	"putative protein kinase"
	at_At4g20790 -	mips_99	"putative protein"
	at_At4g22730 -	mips_99	"leucine rich repeat receptor kinase-like protein"
	at_At4g23150 -	mips_99	"serine/threonine kinase - like protein"
	at_At4g23160 -	mips_99	"putative protein"
	at_At4g23190 -	mips_99	"serine/threonine kinase - like protein"
	at_At4g23230 -	no entry	null
	at_At4g23250 -	mips_99	"protein kinase - like protein"
	at_At4g23260 -	mips_99	"unknown protein"
	at_At4g23280 -	mips_99	"serine /threonine kinase - like protein"
	at_At4g23300 -	mips_99	"serine/threonine kinase - like protein"
	at_At4g23320 -	mips_99	"serine/threonine kinase - like protein"
	at_At4g24810 -	mips_99	"putative protein"
	at_At4g26540 -	mips_99	"receptor protein kinase like protein"
	at_At4g28670 -	mips_98	"serine/threonine kinase-like protein"
	at_At4g28880 -	mips_98	"protein kinase  like protein"
	at_At4g31100 -	mips_98	"serine/threonine-specific protein kinase - like"
	at_At4g31170 -	mips_98	"protein kinase - like protein"
	at_At4g31220 -	mips_99	"protein kinase-like protein"
	at_At4g31390 -	mips_99	"unknown protein"
	at_At4g32000 -	mips_99	"serine/threonine protein kinase like protein"
	at_At4g32660 -	mips_99	"protein kinase (AME3)"
	at_At4g36080 -	mips_99	"ATM-like protein"
	at_At4g40010 -	mips_98	"putative serine/threonine protein kinase"
	at_At5g02290 -	no entry	null
	at_At5g06940 -	mips_99	"receptor protein kinase-like protein"
	at_At5g14720 -	mips_99	"protein kinase -like protein"
	at_At5g20050 -	mips_98	"receptor-like protein kinase"
	at_At5g24430 -	mips_99	"calcium dependent protein kinase CP4"
	at_At5g24970 -	mips_99	"unknown protein"
	at_At5g27790 -	mips_99	"protein kinase - like protein"
	at_At5g35980 -	mips_99	"protein kinase-like"
	at_At5g37450 -	mips_99	"receptor protein kinase-like protein"
	at_At5g37790 -	mips_99	"protein kinase - like protein"
	at_At5g41990 -	mips_99	"MAP kinase"
	at_At5g42440 -	mips_99	"serine/threonine protein kinase-like protein"
	at_At5g44290 -	mips_99	"cyclin-dependent protein kinase-like protein"
	at_At5g45800 -	mips_99	"receptor kinase-like protein"
	at_At5g46330 -	mips_99	"receptor protein kinase"
	at_At5g47850 -	mips_99	"receptor kinase-like protein"
	at_At5g48380 -	mips_99	"receptor-like protein kinase"
	at_At5g49470 -	mips_99	"protein kinase like protein"
	at_At5g49770 -	mips_99	"receptor protein kinase-like"
	at_At5g50860 -	mips_99	"cyclin-dependent protein kinase-like"
	at_At5g51560 -	mips_99	"receptor-like protein kinase"
	at_At5g51800 -	mips_99	"putative protein"
	at_At5g53320 -	mips_99	"receptor protein kinase-like protein"
	at_At5g56890 -	mips_99	"unknown protein"
	at_At5g57610 -	mips_99	"putative protein"
	at_At5g57630 -	mips_99	"CBL-interacting protein kinase 21 (CIPK21)"
	at_At5g58300 -	mips_99	"receptor-like protein kinase"
	at_At5g58350 -	mips_99	"MAP kinase"
	at_At5g62710 -	mips_99	"receptor - like protein kinase - like"
	at_At5g63370 -	mips_99	"protein kinase"
	at_At5g63710 -	mips_99	"receptor-like protein kinase"
	at_At5g63930 -	mips_99	"receptor-like protein kinase"
	at_At5g64960 -	mips_99	"cdc2-like protein kinase"
	at_At5g65240 -	mips_99	"receptor-like protein kinase"
	at_At5g65530 -	mips_99	"unknown protein"
	at_At5g65600 -	mips_99	"receptor protein kinase-like protein"
	at_At5g67380 -	mips_99	"casein kinase II catalytic subunit (ATPK12D)"
	at_At1g01740 -	mips_99	"protein kinase, putative"
	at_At1g02970 -	mips_99	"unknown protein"
	at_At1g03740 -	mips_99	"putative protein kinase"
	at_At1g04440 -	mips_99	"putative casein kinase I"
	at_At1g05100 -	no entry	null
	at_At1g05700 -	mips_99	"putative light repressible receptor protein kinase"
	at_At1g06390 -	mips_99	"putative shaggy kinase iota protein"
	at_At1g06840 -	mips_99	"receptor protein kinase, putative"
	at_At1g07650 -	no entry	null
	at_At1g08120 -	mips_99	"unknown protein"
	at_At1g08590 -	mips_99	"putative receptor kinase, CLV1"
	at_At1g08650 -	mips_99	"putative calcium-dependent protein kinase (U90439)"
	at_At1g08720 -	mips_99	"MAP kinase kinase kinase EDR1"
	at_At1g09000 -	mips_99	"NPK1-related protein kinase 1S (ANP1)"
	at_At1g09970 -	mips_99	"leucine-rich repeat receptor-like kinase At1g09970"
	at_At1g10940 -	mips_99	"Ser/Thr kinase"
	at_At1g11050 -	mips_99	"Ser/Thr protein kinase isolog"
	at_At1g11330 -	mips_99	"receptor-like protein kinase, putative"
	at_At1g11340 -	mips_99	"receptor kinase, putative"
	at_At1g11390 -	mips_99	"similar to hypethetical 62.8 KD protein in SSE1-CAR1 intergenic region sp:Q02981; similar to ESTs gb:AI998535, emb:F15402"
	at_At1g11410 -	mips_99	"putative brassinosteroid insensitive protein; similar to EST gb:W43102"
	at_At1g12460 -	mips_99	"unknown protein"
	at_At1g14370 -	mips_99	"putative protein"
	at_At1g14390 -	mips_99	"hypothetical protein"
	at_At1g15530 -	mips_99	"hypothetical protein"
	at_At1g16140 -	mips_99	""
	at_At1g16150 -	mips_99	""
	at_At1g16160 -	mips_99	""
	at_At1g17230 -	mips_99	"putative leucine-rich receptor protein kinase"
	at_At1g17750 -	mips_99	"hypothetical protein"
	at_At1g17910 -	mips_99	"hypothetical protein"
	at_At1g18350 -	mips_99	"MAP kinase kinase 5, putative"
	at_At1g19090 -	mips_99	"receptor-like serine/threonine kinase (RKF2)"
	at_At1g21240 -	mips_99	"hypothetical protein"
	at_At1g21270 -	mips_99	"putative protein"
	at_At1g21590 -	mips_99	"unknown protein"
	at_At1g22870 -	mips_99	"hypothetical protein"
	at_At1g23700 -	mips_99	"putative Ser/Thr protein kinase"
	at_At1g24030 -	mips_99	"protein kinase, putative"
	at_At1g25390 -	mips_99	"putative protein"
	at_At1g26150 -	no entry	null
	at_At1g27190 -	mips_99	"receptor kinase, putative"
	at_At1g28440 -	mips_99	"unknown protein"
	at_At1g29230 -	mips_99	"CBL-interacting protein kinase 18 (CIPK18)"
	at_At1g29720 -	mips_99	"receptor like kinase like protein"
	at_At1g29740 -	mips_99	"Putative receptor-like serine/threonine kinase"
	at_At1g30570 -	mips_99	"putative serine/threonine protein kinase"
	at_At1g30640 -	mips_99	"putative protein kinase"
	at_At1g32320 -	no entry	null
	at_At1g33770 -	mips_99	"protein kinase, putative"
	at_At1g34110 -	no entry	null
	at_At1g34420 -	mips_99	"hypothetical protein"
	at_At1g35670 -	mips_99	"calcium-dependent protein kinase"
	at_At1g48210 -	mips_99	"Pto kinase interactor 1, putative"
	at_At1g48260 -	mips_99	"CBL-interacting protein kinase 17 (CIPK17)"
	at_At1g48480 -	mips_99	"protein kinase, putative"
	at_At1g49160 -	mips_99	"putative kinase"
	at_At1g49340 -	mips_99	"hypothetical protein"
	at_At1g49580 -	mips_99	"CDPK-related protein kinase, putative"
	at_At1g49730 -	mips_99	"unknown protein (F14J22.6)"
	at_At1g49820 -	mips_99	"unknown protein"
	at_At1g50030 -	mips_99	"unknown protein"
	at_At1g50610 -	mips_99	"receptor-like protein kinase, putative"
	at_At1g50990 -	mips_99	"hypothetical protein"
	at_At1g51170 -	mips_99	"putative serine/threonine protein kinase"
	at_At1g51620 -	mips_99	"hypothetical protein"
	at_At1g51790 -	mips_99	"hypothetical protein"
	at_At1g51810 -	no entry	null
	at_At1g51830 -	no entry	null
	at_At1g51870 -	no entry	null
	at_At1g51890 -	no entry	null
	at_At1g52310 -	mips_99	"protein kinase, putative"
	at_At1g52540 -	mips_99	"unknown protein"
	at_At1g53050 -	mips_99	"cell division-related protein, putative"
	at_At1g53090 -	mips_99	"phytochrome A supressor spa1, putative"
	at_At1g53420 -	mips_99	"hypothetical protein, 5' partial"
	at_At1g53440 -	mips_99	"receptor-like serine/threonine kinase, putative"
	at_At1g53570 -	mips_99	"MEK kinase MAP3Ka, putative"
	at_At1g54510 -	mips_99	"unknown protein"
	at_At1g55610 -	mips_99	"receptor kinase, putative"
	at_At1g56120 -	mips_99	"receptor-like protein kinase, putative"
	at_At1g56130 -	mips_99	"receptor-like protein kinase, putative"
	at_At1g56140 -	mips_99	"receptor-like protein kinase, putative"
	at_At1g56720 -	mips_99	"protein kinase, putative"
	at_At1g60490 -	mips_99	"phosphatidylinositol 3-kinase (AtVps34)"
	at_At1g60630 -	mips_99	"putative receptor kinase"
	at_At1g60940 -	mips_99	"putative serine/threonine-protein kinase"
	at_At1g61370 -	mips_99	"S-like receptor protein kinase; member of gene cluster; similar to EST gb:T41816"
	at_At1g61390 -	mips_99	"S-like receptor protein kinase; member of gene cluster; similar to EST gb:T41816"
	at_At1g61420 -	mips_99	"S-like receptor protein kinase; member of gene cluster; similar to EST gb:T41816"
	at_At1g61440 -	mips_99	"S-like receptor protein kinase; member of gene cluster; similar to EST gb:T41816"
	at_At1g61460 -	mips_99	"S-like receptor protein kinase; member of gene cluster; similar to EST gb:T41816"
	at_At1g61490 -	mips_99	"S-like receptor protein kinase; member of gene cluster; similar to EST gb:T41816"
	at_At1g61500 -	mips_99	""
	at_At1g61610 -	mips_99	""
	at_At1g61640 -	mips_99	"unknown protein"
	at_At1g61860 -	mips_99	"hypothetical protein"
	at_At1g63430 -	mips_99	"receptor protein like kinase"
	at_At1g65190 -	mips_99	"hypothetical protein"
	at_At1g65250 -	mips_99	"hypothetical protein"
	at_At1g65800 -	mips_99	"receptor kinase, putative"
	at_At1g66150 -	mips_99	"putative receptor protein kinase (TMK1)"
	at_At1g66460 -	mips_99	"hypothetical protein"
	at_At1g66750 -	mips_99	"unknown protein"
	at_At1g66920 -	no entry	null
	at_At1g67000 -	mips_99	"hypothetical protein"
	at_At1g67510 -	mips_99	"putative receptor protein kinase"
	at_At1g67580 -	mips_99	"putative protein kinase"
	at_At1g67890 -	mips_99	"putative protein kinase (At1g67890)"
	at_At1g68400 -	mips_99	"putative receptor kinase"
	at_At1g68690 -	mips_99	"protein kinase, putative"
	at_At1g69220 -	mips_99	"serine/threonine kinase (SIK1)"
	at_At1g69270 -	mips_99	"putative receptor-like protein kinase"
	at_At1g69730 -	mips_99	"putative protein kinase"
	at_At1g70110 -	mips_99	"hypothetical protein"
	at_At1g70430 -	mips_99	"hypothetical protein"
	at_At1g70460 -	mips_99	"putative protein kinase"
	at_At1g71810 -	mips_99	"unknown protein"
	at_At1g72460 -	mips_99	"putative receptor-like protein kinase"
	at_At1g73450 -	mips_99	""
	at_At1g73460 -	mips_99	""
	at_At1g73670 -	mips_99	"putative MAP kinase"
	at_At1g74360 -	mips_99	"putative receptor protein kinase (At1g74360)"
	at_At1g75640 -	mips_99	"receptor-like protein kinase, putative"
	at_At1g76360 -	mips_99	"protein kinase like protein"
	at_At1g76540 -	mips_99	"putative cell division control protein cdc2"
	at_At1g77280 -	mips_99	"hypothetical protein"
	at_At1g77720 -	mips_99	"putative protein kinase"
	at_At1g78290 -	mips_99	"protein kinase 1 like protein"
	at_At1g78980 -	mips_99	"SRF5 (LRR receptor protein kinase like)"
	at_At1g79570 -	mips_99	"hypothetical protein"
	at_At1g79640 -	mips_99	"hypothetical protein"
	at_At2g01210 -	no entry	null
	at_At2g01820 -	no entry	null
	at_At2g02220 -	no entry	null
	at_At2g05060 -	no entry	null
	at_At2g13800 -	no entry	null
	at_At2g16620 -	no entry	null
	at_At2g16750 -	no entry	null
	at_At2g17170 -	no entry	null
	at_At2g17530 -	no entry	null
	at_At2g17700 -	no entry	null
	at_At2g17890 -	no entry	null
	at_At2g17930 -	no entry	null
	at_At2g18890 -	no entry	null
	at_At2g19130 -	no entry	null
	at_At2g19190 -	no entry	null
	at_At2g19210 -	no entry	null
	at_At2g19410 -	no entry	null
	at_At2g20300 -	no entry	null
	at_At2g20470 -	no entry	null
	at_At2g23200 -	no entry	null
	at_At2g23300 -	no entry	null
	at_At2g24130 -	no entry	null
	at_At2g24990 -	no entry	null
	at_At2g25220 -	no entry	null
	at_At2g25790 -	no entry	null
	at_At2g26330 -	no entry	null
	at_At2g26730 -	no entry	null
	at_At2g26830 -	no entry	null
	at_At2g27060 -	no entry	null
	at_At2g28590 -	no entry	null
	at_At2g28930 -	no entry	null
	at_At2g28960 -	no entry	null
	at_At2g28970 -	no entry	null
	at_At2g28990 -	no entry	null
	at_At2g29250 -	no entry	null
	at_At2g30360 -	no entry	null
	at_At2g30740 -	no entry	null
	at_At2g30940 -	no entry	null
	at_At2g31500 -	no entry	null
	at_At2g31800 -	no entry	null
	at_At2g31880 -	no entry	null
	at_At2g32510 -	no entry	null
	at_At2g32850 -	no entry	null
	at_At2g33580 -	no entry	null
	at_At2g35620 -	no entry	null
	at_At2g35890 -	no entry	null
	at_At2g37840 -	no entry	null
	at_At2g38490 -	no entry	null
	at_At2g39190 -	no entry	null
	at_At2g40120 -	no entry	null
	at_At2g40500 -	no entry	null
	at_At2g40560 -	no entry	null
	at_At2g40730 -	no entry	null
	at_At2g40980 -	no entry	null
	at_At2g41140 -	no entry	null
	at_At2g41820 -	no entry	null
	at_At2g41890 -	no entry	null
	at_At2g41910 -	no entry	null
	at_At2g41920 -	no entry	null
	at_At2g41930 -	no entry	null
	at_At2g42630 -	no entry	null
	at_At2g43690 -	no entry	null
	at_At2g43700 -	no entry	null
	at_At2g45340 -	no entry	null
	at_At2g45490 -	no entry	null
	at_At2g46340 -	no entry	null
	at_At2g46700 -	no entry	null
	at_At3g06810 -	mips_99	"acetyl-coA dehydrogenase, putative"
	at_At3g07070 -	mips_99	"putative protein kinase"
	at_At3g07700 -	mips_99	"unknown protein"
	at_At3g07980 -	mips_99	"putative MAP3K epsilon protein kinase"
	at_At3g08680 -	mips_99	"putative protein kinase"
	at_At3g08760 -	mips_99	"protein kinase AtSIK"
	at_At3g10540 -	mips_99	"putative 3-phosphoinositide-dependent protein kinase-1"
	at_At3g11870 -	mips_99	"putative protein kinase"
	at_At3g12200 -	mips_99	"putative protein"
	at_At3g13065 -	mips_99	"LRR receptor-like protein kinase - like (SRF4), 3' partial"
	at_At3g13530 -	mips_99	"MAP3K epsilon protein kinase"
	at_At3g13690 -	mips_99	"protein kinase, putative"
	at_At3g14720 -	mips_99	"putative MAP kinase"
	at_At3g14840 -	mips_99	"receptor-like serine/threonine kinase, putative"
	at_At3g15220 -	mips_99	"putative MAP kinase"
	at_At3g17410 -	mips_99	"protein kinase like protein"
	at_At3g17850 -	mips_99	"protein kinase like protein"
	at_At3g18040 -	mips_99	"MAP kinase like protein"
	at_At3g18810 -	mips_99	"protein kinase, putative"
	at_At3g19300 -	mips_99	"unknown protein"
	at_At3g20530 -	mips_99	"protein kinase, putative"
	at_At3g20830 -	mips_99	"unknown protein"
	at_At3g20860 -	mips_99	"putative serine/threonine protein kinase"
	at_At3g21220 -	mips_99	"MAP kinase kinase 5"
	at_At3g21450 -	mips_99	"hypothetical protein"
	at_At3g22750 -	mips_99	"putative protein kinase"
	at_At3g23000 -	mips_99	"SNF1 related protein kinase (ATSRPK1)"
	at_At3g23340 -	mips_99	"putative casein kinase I"
	at_At3g23750 -	mips_99	"receptor-like kinase, putative"
	at_At3g24190 -	mips_99	"unknown protein"
	at_At3g24400 -	mips_99	"protein kinase, putative"
	at_At3g24540 -	mips_99	"protein kinase, putative"
	at_At3g24790 -	mips_99	"protein kinase, putative"
	at_At3g25250 -	mips_99	"protein kinase, putative"
	at_At3g25560 -	mips_99	"unknown protein"
	at_At3g26940 -	mips_99	"protein kinase, putative"
	at_At3g28450 -	mips_99	"receptor kinase, putative"
	at_At3g28690 -	mips_99	"protein kinase, putative"
	at_At3g44850 -	mips_99	"putative protein"
	at_At3g46420 -	mips_99	"hypothetical protein"
	at_At3g46760 -	mips_98	"receptor-like protein kinase"
	at_At3g49060 -	no entry	null
	at_At3g50230 -	mips_99	"receptor protein kinase -like protein"
	at_At3g51740 -	mips_99	"unknown protein"
	at_At3g51850 -	mips_98	"calcium-dependent like protein kinase"
	at_At3g51990 -	mips_98	"putative serine/threonine protein kinase"
	at_At3g52530 -	mips_98	"putative protein"
	at_At3g56050 -	mips_99	"putative protein kinase"
	at_At3g56100 -	mips_99	"unknown protein"
	at_At3g57120 -	mips_99	"unknown protein"
	at_At3g57530 -	mips_98	"calcium-dependent protein kinase"
	at_At3g57640 -	mips_99	"putative protein"
	at_At3g57700 -	mips_98	"protein kinase - like protein"
	at_At3g57710 -	mips_98	"protein kinase - like protein"
	at_At3g57730 -	mips_99	"unknown protein"
	at_At3g57760 -	mips_99	"unknown protein"
	at_At3g61080 -	mips_99	"unknown"
	at_At3g61960 -	mips_98	"serine/threonine-protein kinase-like protein"
	at_At3g63330 -	mips_99	"unknown protein"
	at_At4g00970 -	mips_98	""
	at_At4g13020 -	mips_99	"serine/threonine-specific protein kinase MHK"
	at_At4g20940 -	mips_99	"putative protein"
	at_At4g21400 -	mips_99	"serine/threonine protein kinase - like protein"
	at_At4g22940 -	mips_99	"putative cdc2 kinase homolog"
	at_At4g23130 -	mips_99	"receptor-like protein kinase 6 (RLK6)"
	at_At4g23140 -	mips_99	"receptor-like protein kinase 5 (RLK5)"
	at_At4g23180 -	mips_99	"receptor-like protein kinase 4 (RLK4)"
	at_At4g23200 -	mips_99	"serine /threonine kinase - like protein"
	at_At4g23210 -	mips_99	"serine/threonine kinase - like protein"
	at_At4g23220 -	mips_99	"serine/threonine kinase - like protein"
	at_At4g23240 -	mips_99	"serine/threonine kinase - like protein"
	at_At4g23290 -	mips_99	"serine/threonine kinase - like protein"
	at_At4g23310 -	mips_99	"serine/threonine kinase - like protein"
	at_At4g25160 -	mips_99	"putative Ser/Thr protein kinase"
	at_At4g27290 -	mips_99	"putative receptor like kinase"
	at_At4g28650 -	mips_98	"receptor protein kinase-like protein"
	at_At4g28860 -	mips_98	"protein kinase - like protein"
	at_At4g30960 -	mips_99	"CBL-interacting protein kinase 6 (CIPK6)"
	at_At4g31110 -	mips_99	"putative protein"
	at_At4g32250 -	mips_99	"unknown protein"
	at_At4g33080 -	mips_99	"protein kinase like protein"
	at_At4g34440 -	mips_99	"serine/threonine protein kinase - like"
	at_At4g34500 -	mips_99	"putative serine/threonine protein kinase"
	at_At4g35780 -	mips_99	"unknown protein"
	at_At4g38230 -	mips_98	"calcium-dependent protein kinase -like protein"
	at_At5g01020 -	mips_98	"protein kinase -like protein"
	at_At5g01060 -	mips_99	"putative protein - kinase"
	at_At5g03640 -	mips_99	"protein kinase -like protein"
	at_At5g04870 -	mips_99	"calcium-dependent protein kinase"
	at_At5g05200 -	mips_99	"unknown protein"
	at_At5g07620 -	mips_99	"putative protein"
	at_At5g10930 -	mips_98	"serine/threonine protein kinase -like protein"
	at_At5g11020 -	mips_98	"ser/thr specific protein kinase-like protein"
	at_At5g12090 -	mips_99	"putative protein"
	at_At5g12180 -	mips_99	"calcium-dependent protein kinase"
	at_At5g13530 -	mips_99	"ankyrin-repeat containing protein"
	at_At5g16500 -	mips_99	"protein kinase-like protein"
	at_At5g16590 -	mips_99	"receptor-like protein kinase"
	at_At5g16810 -	mips_99	"unknown protein"
	at_At5g18190 -	mips_99	"casein kinase-like protein"
	at_At5g18700 -	mips_99	"putative protein"
	at_At5g20930 -	no entry	null
	at_At5g22840 -	mips_99	"serine protein kinase-like protein"
	at_At5g23170 -	mips_99	"serine/threonine protein kinase-like protein"
	at_At5g23580 -	mips_99	"calcium-dependent protein kinase (pir::S71196)"
	at_At5g23720 -	mips_99	"putative protein"
	at_At5g24010 -	mips_99	"receptor-protein kinase-like protein"
	at_At5g24360 -	mips_99	"unknown protein"
	at_At5g24810 -	mips_98	"unknown protein"
	at_At5g35410 -	mips_99	"serine/threonine protein kinase SOS2 (gb:AAF62923.1)"
	at_At5g35580 -	no entry	null
	at_At5g37350 -	mips_99	"unknown protein"
	at_At5g38990 -	mips_99	"protein kinase - like protein"
	at_At5g40030 -	mips_98	"protein kinase -like protein"
	at_At5g41180 -	mips_99	"receptor kinase-like protein"
	at_At5g41260 -	mips_99	"protein kinase-like"
	at_At5g41680 -	mips_99	"Pto kinase interactor 1-like protein"
	at_At5g43020 -	mips_99	"receptor kinase-like protein"
	at_At5g44700 -	mips_99	"receptor-like protein kinase"
	at_At5g45430 -	mips_99	"serine/threonine-protein kinase Mak (male germ cell-associated kinase)-like protein"
	at_At5g45780 -	mips_99	"receptor-like protein kinase"
	at_At5g45840 -	mips_99	"receptor protein kinase-like protein"
	at_At5g46080 -	mips_99	"serine/threonine protein kinase-like protein"
	at_At5g46570 -	mips_99	"protein kinase-like protein"
	at_At5g48740 -	mips_99	"receptor protein kinase-like protein"
	at_At5g48940 -	mips_99	"receptor protein kinase-like protein"
	at_At5g50000 -	mips_99	"protein kinase"
	at_At5g51270 -	mips_99	"putative protein"
	at_At5g51770 -	mips_99	"putative protein"
	at_At5g53450 -	mips_99	"unknown protein"
	at_At5g54380 -	mips_99	"receptor-protein kinase-like protein"
	at_At5g55560 -	mips_99	"putative protein"
	at_At5g56040 -	mips_99	"receptor protein kinase-like protein"
	at_At5g56790 -	mips_99	"putative protein kinase"
	at_At5g57670 -	mips_99	"putative protein"
	at_At5g58380 -	mips_99	"SOS2-like protein kinase PKS2"
	at_At5g63410 -	mips_99	"unknown protein"
	at_At5g63610 -	mips_99	"cdc2-like protein kinase-like protein"
	at_At5g63940 -	mips_99	"unknown protein"
	at_At5g64940 -	mips_99	"ABC transporter-like"
	at_At5g65500 -	mips_99	"putative protein"
	at_At5g66210 -	mips_99	"calcium-dependent protein kinase"
	at_At5g66710 -	mips_99	"protein kinase ATN1-like protein"
	at_At5g66880 -	mips_99	"protein kinase"
	at_At5g67080 -	mips_99	"protein kinase-like protein"
	at_At5g67200 -	mips_99	"receptor protein kinase-like protein"
	at_At1g01450 -	mips_99	"hypothetical protein"
	at_At1g01560 -	mips_99	"hypothetical protein"
	at_At1g03920 -	mips_99	"putative protein kinase"
	at_At1g06700 -	mips_99	"protein kinase interactor, putative"
	at_At1g09440 -	mips_99	"putative ser/thr protein kinase"
	at_At1g09450 -	mips_99	"unknown protein"
	at_At1g09840 -	mips_99	"shaggy-like protien kinase, kappa"
	at_At1g10210 -	mips_99	"putative mitogen-activated protein kinase, MAP Kinase 1"
	at_At1g10620 -	mips_99	"putative serine/threonine protein kinase emb:CAA18823.1"
	at_At1g11130 -	mips_99	"LRR receptor-like protein kinase strubbelig (SUB)"
	at_At1g11280 -	mips_99	"serine/threonine kinase, putative"
	at_At1g16110 -	mips_99	"unknown protein"
	at_At1g16270 -	mips_99	"putative Ser/Thr protein kinase"
	at_At1g16670 -	mips_99	"unknown protein"
	at_At1g16760 -	mips_99	"hypothetical protein"
	at_At1g18160 -	mips_99	"MAP kinase, putative"
	at_At1g18670 -	mips_99	"hypothetical protein"
	at_At1g18890 -	mips_99	"calcium-dependent protein kinase (ATCDPK1)"
	at_At1g19390 -	mips_99	"wall-associated kinase 2, putative"
	at_At1g21230 -	mips_99	"hypothetical protein"
	at_At1g22720 -	mips_99	"putative wall-associated kinase"
	at_At1g23540 -	mips_99	"putative serine/threonine protein kinase"
	at_At1g24650 -	mips_99	"putative protein kinase"
	at_At1g31420 -	mips_99	"hypothetical protein"
	at_At1g48220 -	mips_99	"Pto kinase interactor 1, putative"
	at_At1g49180 -	mips_99	"similar to MAP/ERK kinase kinase 3 gi:4505153"
	at_At1g49270 -	mips_99	"hypothetical protein"
	at_At1g53510 -	mips_99	"mitogen-activated protein kinase homologue"
	at_At1g53700 -	mips_99	"auxin-induced protein kinase, putative"
	at_At1g53730 -	no entry	null
	at_At1g54610 -	mips_99	"Unknown protein (T22H22.5)"
	at_At1g54960 -	mips_99	"NPK1-related protein kinase 2 (ANP2)"
	at_At1g57700 -	mips_99	""
	at_At1g57870 -	no entry	null
	at_At1g59580 -	mips_99	"putative mitogen-activated protein kinase MMK2"
	at_At1g61360 -	mips_99	"S-like receptor protein kinase; member of gene cluster; similar to EST gb:T41816"
	at_At1g61400 -	mips_99	"S-like receptor protein kinase; member of gene cluster; similar to EST gb:T41816"
	at_At1g61430 -	mips_99	"S-like receptor protein kinase; member of gene cluster; similar to EST gb:T41816"
	at_At1g61590 -	mips_99	"unknown protein"
	at_At1g63500 -	mips_99	"protein kinase, putative"
	at_At1g64210 -	mips_99	"hypothetical protein"
	at_At1g64630 -	no entry	null
	at_At1g65950 -	mips_99	"unknown protein"
	at_At1g66880 -	no entry	null
	at_At1g66930 -	no entry	null
	at_At1g67720 -	mips_99	"putative receptor protein kinase"
	at_At1g68830 -	no entry	null
	at_At1g69990 -	mips_99	"hypothetical protein"
	at_At1g70130 -	mips_99	"hypothetical protein"
	at_At1g70450 -	mips_99	"putative protein kinase"
	at_At1g70530 -	mips_99	"putative protein kinase"
	at_At1g70740 -	mips_99	"putative protein kinase"
	at_At1g72180 -	mips_99	"leucine-rich receptor-like protein kinase, putative"
	at_At1g73660 -	mips_99	"putative protein kinase"
	at_At1g73690 -	mips_99	"cell division protein kinase"
	at_At1g74320 -	mips_99	"putative choline kinase"
	at_At1g74490 -	mips_99	"putative protein kinase"
	at_At1g74740 -	mips_99	"ATCDPK1a (cpk1a)"
	at_At1g78530 -	mips_99	"putative protein kinase"
	at_At1g79250 -	mips_99	"hypothetical protein"
	at_At1g79620 -	mips_99	"unknown protein"
	at_At1g79670 -	mips_99	"putative protein"
	at_At1g80640 -	mips_99	"putative protein kinase"
	at_At2g01450 -	no entry	null
	at_At2g05940 -	no entry	null
	at_At2g07180 -	no entry	null
	at_At2g13790 -	no entry	null
	at_At2g14440 -	no entry	null
	at_At2g14510 -	no entry	null
	at_At2g15300 -	no entry	null
	at_At2g16250 -	no entry	null
	at_At2g17090 -	no entry	null
	at_At2g18470 -	no entry	null
	at_At2g18530 -	no entry	null
	at_At2g19230 -	no entry	null
	at_At2g20040 -	no entry	null
	at_At2g23770 -	no entry	null
	at_At2g23950 -	no entry	null
	at_At2g24360 -	no entry	null
	at_At2g24370 -	no entry	null
	at_At2g25090 -	no entry	null
	at_At2g25760 -	no entry	null
	at_At2g25880 -	no entry	null
	at_At2g26700 -	no entry	null
	at_At2g26980 -	no entry	null
	at_At2g28250 -	no entry	null
	at_At2g30980 -	no entry	null
	at_At2g31010 -	no entry	null
	at_At2g36350 -	no entry	null
	at_At2g36570 -	no entry	null
	at_At2g37710 -	no entry	null
	at_At2g40580 -	no entry	null
	at_At2g41860 -	no entry	null
	at_At2g42290 -	no entry	null
	at_At2g42960 -	no entry	null
	at_At2g43230 -	no entry	null
	at_At2g43850 -	no entry	null
	at_At2g44830 -	no entry	null
	at_At2g45910 -	no entry	null
	at_At2g46070 -	no entry	null
	at_At2g46850 -	no entry	null
	at_At2g47060 -	no entry	null
	at_At3g08730 -	mips_99	"putative ribosomal-protein S6 kinase (ATPK6)"
	at_At3g09010 -	mips_99	"putative receptor ser/thr protein kinase"
	at_At3g09780 -	mips_99	"putative protein kinase"
	at_At3g15890 -	mips_99	"protein kinase, putative"
	at_At3g19700 -	mips_99	"receptor-like protein kinase, putative"
	at_At3g24660 -	mips_99	"putative kinase-like protein TMKL1 precursor"
	at_At3g24720 -	mips_99	"protein kinase, putative"
	at_At3g25490 -	mips_99	"wall-associated serine/threonine kinase, putative"
	at_At3g26700 -	mips_99	"protein kinase -like protein"
	at_At3g29160 -	mips_99	"SNF1-like protein kinase (AKin11)"
	at_At3g46930 -	mips_98	"protein kinase 6-like protein"
	at_At3g51270 -	mips_99	"putative protein"
	at_At3g53640 -	mips_98	"protein kinase -like protein"
	at_At3g55450 -	mips_99	"serine/threonine-specific protein kinase -like"
	at_At3g55550 -	mips_99	"probable serine/threonine-specific protein kinase"
	at_At3g57750 -	mips_98	"protein kinase - like protein"
	at_At3g58760 -	mips_99	"unknown protein"
	at_At4g02410 -	mips_98	"unknown protein"
	at_At4g18250 -	mips_99	"receptor serine/threonine kinase-like protein"
	at_At4g18640 -	mips_99	"putative protein (fragment)"
	at_At4g21230 -	mips_99	"receptor kinase - like protein"
	at_At4g21410 -	mips_99	"serine/threonine kinase  like protein"
	at_At4g23050 -	mips_99	"putative serine/threonine kinase"
	at_At4g23270 -	mips_99	"serine/threonine kinase"
	at_At4g27300 -	mips_99	"putative receptor protein kinase"
	at_At4g32710 -	mips_99	"putative protein kinase"
	at_At4g34220 -	mips_99	"receptor protein kinase - like protein"
	at_At4g35230 -	mips_99	"unknown protein"
	at_At4g35600 -	mips_99	"protein kinase like protein"
	at_At4g39270 -	mips_98	"receptor protein kinase - like protein"
	at_At5g05160 -	mips_99	"receptor-like protein kinase"
	at_At5g06740 -	mips_99	"lectin-like protein kinase"
	at_At5g06820 -	mips_99	"SRF2 (LRR receptor protein kinase like)"
	at_At5g09890 -	mips_99	"protein kinase"
	at_At5g14210 -	mips_99	"receptor protein kinase-like protein"
	at_At5g18530 -	mips_99	"unknown protein"
	at_At5g18910 -	mips_99	"protein kinase - like protein"
	at_At5g38210 -	mips_98	"protein kinase - like protein"
	at_At5g38560 -	mips_99	"unknown protein"
	at_At5g41730 -	mips_99	"putative protein"
	at_At5g42120 -	mips_99	"receptor lectin kinase-like protein"
	at_At5g44100 -	mips_99	"casein kinase I"
	at_At5g45810 -	mips_99	"CBL-interacting protein kinase 19 (CIPK19)"
	at_At5g45820 -	mips_99	"CBL-interacting protein kinase 20 (CIPK20)"
	at_At5g47070 -	mips_99	"protein serine/threonine kinase-like"
	at_At5g49660 -	mips_99	"receptor protein kinase"
	at_At5g49760 -	mips_99	"receptor protein kinase-like"
	at_At5g50180 -	mips_99	"protein kinase ATN1-like protein"
	at_At5g51350 -	mips_99	"receptor protein kinase-like"
	at_At5g53890 -	mips_99	"receptor protein kinase-like protein"
	at_At5g54590 -	mips_99	"serine/threonine-specific protein kinase-like protein"
	at_At5g56580 -	mips_99	"protein kinase MEK1 homolog"
	at_At5g65700 -	mips_99	"receptor protein kinase-like protein"
	at_At5g65710 -	mips_99	"receptor protein kinase-like protein"
	at_At5g66790 -	mips_99	"unknown protein"
	at_At5g66850 -	mips_99	"MAP protein kinase like protein"


------------------
Rule 44
	a.22 <= 7.3e-24
	->  class mips_30_13 "organization of chromosome structure"

	Evaluation on training data (1366 items):
	at_At3g46030 -	mips_30	"histone H2B -like protein"
			mips_30_10
	at_At3g46320	mips_30	"histone H4-like protein"
			mips_30_13
	at_At3g54560 -	mips_30	"histone H2A.F/Z"
			mips_30_10
	at_At4g14540 -	mips_04	"CCAAT-binding transcription factor subunit A(CBF-A)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g27230	mips_04	"histone H2A- like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
			mips_30_13
	at_At4g40040	mips_30	"Histon H3"
			mips_30_13
	at_At5g02560	mips_30	"unknown protein"
			mips_30_13
	at_At5g02570	mips_30	"putative protein"
			mips_30_13
	at_At5g10980 -	mips_09	"histon H3 protein"
			mips_09_13
	at_At5g27670	mips_30	"histone H2A-like protein"
			mips_30_13
	at_At5g27910 -	mips_04	"transcription factor - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g50470 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g59970 -	mips_30	"histone H4 - like protein"
			mips_30_10
	Training Accuracy: 6/13 (46.15%)
	Training Frequency class 'mips_30_13': 10/1366 (0.73%)

	Evaluation on validation data (628 items):
	at_At3g45980 -	mips_30	"histone H2B"
			mips_30_10
	at_At5g10390	mips_04	"histone H3 - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
			mips_30_13
	at_At5g10400	mips_04	"histone H3 - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
			mips_30_13
	at_At5g12910	mips_30	"histone H3 -like protein"
			mips_30_10
			mips_30_13
	at_At5g50480 -	mips_04	"transcription factor Hap5a-like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g59910 -	mips_30	"histone H2B - like protein"
			mips_30_10
	Validation Accuracy: 3/6 (50.00%)
	Validation Frequency class 'mips_30_13': 7/628 (1.11%)

	Evaluation on propertest data (1012 items):
	at_At3g45930 -	mips_30	"Histone H4 - like protein"
			mips_30_10
	at_At3g48590 -	mips_04	"transcription factor Hap5a"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g53340 -	mips_04	"transcription factor NF-Y, CCAAT-binding - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g53650 -	mips_30	"histone H2B - like protein"
			mips_30_10
			mips_98
	at_At3g53730	mips_04	"histone H4-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
			mips_30_13
	at_At4g40030	mips_30	"histone H3.3"
			mips_30_13
	at_At5g08190 -	mips_04	"DR1-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_30
			mips_30_10
	at_At5g23090 -	mips_04	"TATA-binding protein-associated phosphoprotein Dr1 protein homolog (sp:P49592)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g59690 -	mips_30	"histone H4 - like protein"
			mips_30_10
	at_At5g59870 -	mips_30	"histone H2A - like protein"
			mips_30_10
	Propertest Accuracy: 2/10 (20.00%)
	Propertest Frequency class 'mips_30_13': 3/1012 (0.30%)

	New (unknown) data (628 items):
	at_At1g01370 -	mips_99	"centromeric histone H3 HTR12"
	at_At1g07820 -	mips_99	"histone H4"
	at_At1g08170 -	mips_99	"hypothetical protein"
	at_At1g08880 -	mips_99	"histone H2A like protein"
	at_At1g09030 -	mips_99	"putative CCAAT-binding transcription factor subunit A"
	at_At1g20000 -	mips_99	"hypothetical protein"
	at_At1g21970 -	mips_99	"CCAAT-box binding factor HAP3 homolog"
	at_At1g54690 -	mips_99	"unknown protein"
	at_At1g56170 -	mips_99	"transcription factor, putative"
	at_At2g13570 -	no entry	null
	at_At2g38810 -	no entry	null
	at_At3g12480 -	mips_99	"unknown protein"
	at_At4g13570 -	mips_98	"histone H2A.F/Z - like protein"
	at_At5g47640 -	mips_99	"unknown protein"
	at_At5g50490 -	mips_99	"unknown protein"
	at_At5g63470 -	mips_99	"transcription factor Hap5a-like protein"
	at_At1g07660 -	mips_99	"histone H4"
	at_At1g08970 -	mips_99	"transcription factor like protein"
	at_At1g09200 -	mips_99	"histone H3 like protein"
	at_At1g13370 -	mips_99	"unknown protein"
	at_At1g51060 -	mips_99	"putative protein"
	at_At1g54830 -	mips_99	"unknown protein"
	at_At2g28720 -	no entry	null
	at_At2g37060 -	no entry	null
	at_At2g37470 -	no entry	null
	at_At2g38880 -	no entry	null
	at_At2g47810 -	no entry	null
	at_At3g20670 -	mips_99	"histone H2A, putative"
	at_At3g27360 -	mips_99	"histone H3 like protein"
	at_At5g22880 -	mips_99	"histone H2B like protein (emb:CAA69025.1)"
	at_At5g38140 -	mips_99	"putative protein"
	at_At5g54640 -	mips_99	"histone H2A (gb:AAF64418.1)"
	at_At5g65350 -	mips_99	"histone H3"
	at_At5g65360 -	mips_99	"histone H3 (sp:P05203)"
	at_At1g07790 -	mips_99	"histone H2B"
	at_At1g07980 -	mips_99	"unknown protein"
	at_At1g19890 -	mips_99	"hypothetical protein"
	at_At1g52740 -	mips_99	"putative histone H2A"
	at_At1g75600 -	mips_99	"histone H3, putative"
	at_At1g75610 -	mips_99	"histone H3, putative"
	at_At3g09480 -	mips_99	"putative histone H2B"
	at_At4g20280 -	mips_99	"unknown protein"
	at_At5g47670 -	mips_99	"leafy cotyledon 1-like L1L protein"


------------------
Rule 42
	c.10 <= 0.00018
	d.144.1 > 7.3e-09
	->  class mips_11_05 "Disease, virulence and defense"

	Evaluation on training data (1366 items):
	at_At3g43740	mips_10	"leucine-rich repeat protein LRP -like"
			mips_11
			mips_11_05
	at_At3g44630	mips_11	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
	at_At3g51560	mips_11	"disease resistance-like protein"
			mips_11_05
			mips_11_05_01
	at_At3g51570	mips_11	"propable disease resistance protein"
			mips_11_05
			mips_11_05_01
	at_At3g53240	mips_11	"disease resistance - like protein"
			mips_11_05
			mips_11_05_01
	at_At3g63130 -	mips_08	"RAN GTPase like protein"
			mips_08_01
	at_At4g03010 -	mips_10	"putative leucine-rich repeat protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g03260 -	mips_10	"putative protein phosphatase regulatory subunit"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_13
	at_At4g10780	mips_11	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
	at_At4g12010	mips_11	"putative disease resistance protein (TMV N-like)"
			mips_11_05
			mips_11_05_01
	at_At4g13810	mips_11	"putative disease resistance protein"
			mips_11_05
	at_At4g13900	mips_11	"putative disease resistance protein"
			mips_11_05
	at_At4g14370	mips_11	"disease resistance N like protein"
			mips_11_05
			mips_11_05_01
	at_At4g16900 -	mips_11	"disease resistance RPP5 like protein"
			mips_11_01
	at_At4g16920 -	mips_11	"disease resistance RPP5 like protein"
			mips_11_01
	at_At4g16950 -	mips_11	"disease resistance RPP5 like protein"
			mips_11_01
	at_At4g26090	mips_11	"disease resistance protein RPS2"
			mips_11_05
			mips_11_05_01
	at_At4g36140	mips_11	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
	at_At5g11250	mips_11	"RPP1 disease resistance protein - like"
			mips_11_05
			mips_11_05_01
	at_At5g17680	mips_11	"disease resistance protein RPP1-WsB - like protein"
			mips_11_05
			mips_11_05_01
	at_At5g17880	mips_11	"disease resistance protein - like"
			mips_11_05
			mips_11_05_01
	at_At5g17890	mips_11	"disease resistance protein - like"
			mips_11_05
			mips_11_05_01
	at_At5g19320 -	mips_10	"RAN GTPase activating protein 2"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_07
	at_At5g19680 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_99
	at_At5g21090 -	mips_10	"leucine-rich repeat protein"
			mips_10_01
			mips_10_01_01
	at_At5g21900 -	mips_11	"DNA excision repair protein"
			mips_11_04
			mips_11_04_01
	at_At5g25550 -	mips_30	"extensin - like protein"
			mips_30_01
	at_At5g27060	mips_11	"resistance protein - like"
			mips_11_05
			mips_11_05_01
	at_At5g38340	mips_11	"disease resistance - like protein"
			mips_11_05
			mips_11_05_01
	at_At5g38850	mips_11	"disease resistance protein - like"
			mips_11_05
			mips_11_05_01
	at_At5g40060	mips_10	"disease resistance -like protein"
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g41550	mips_11	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
	at_At5g45250	mips_11	"disease resistance protein RPS4"
			mips_11_05
			mips_11_05_01
	at_At5g48770	mips_11	"disease resistance protein"
			mips_11_05
			mips_11_05_01
	at_At5g49750 -	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	Training Accuracy: 23/35 (65.71%)
	Training Frequency class 'mips_11_05': 55/1366 (4.03%)

	Evaluation on validation data (628 items):
	at_At3g44400	mips_11	"disease resistence - like protein"
			mips_11_05
			mips_11_05_01
	at_At3g44480	mips_11	"disease resistance protein -like"
			mips_11_05
			mips_11_05_03
	at_At3g46730	mips_11	"disease resistance protein RPP8-like protein"
			mips_11_05
			mips_11_05_01
	at_At3g62980 -	mips_10	"transport inhibitor response 1 (TIR1)"
			mips_10_05
			mips_10_05_03
	at_At4g03630 -	mips_50	"putative nodulin"
			mips_50_02
			mips_50_02_02
	at_At4g08450	mips_11	"putative protein"
			mips_11_05
			mips_11_05_01
	at_At4g09360	mips_11	"putative protein"
			mips_11_05
			mips_11_05_01
	at_At4g11170	mips_11	"RPP1-WsA-like disease resistance protein"
			mips_11_05
			mips_11_05_01
	at_At4g13880	mips_11	"putative disease resistance protein"
			mips_11_05
	at_At4g13920	mips_11	"disease resistance Cf-2 like protein"
			mips_11_05
			mips_11_05_01
	at_At4g16880 -	mips_11	"disease resistance RPP5 like protein (fragment)"
			mips_11_01
	at_At4g33970 -	mips_30	"extensin-like protein"
			mips_30_01
	at_At5g18350	mips_11	"disease resistance protein -like"
			mips_11_05
			mips_11_05_01
	at_At5g18370	mips_11	"disease resistance protein -like"
			mips_11_05
			mips_11_05_01
	at_At5g36930	mips_11	"disease resistance like protein"
			mips_11_05
			mips_11_05_01
	at_At5g40910	mips_11	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
	at_At5g58120	mips_11	"resistance protein - like"
			mips_11_05
			mips_11_05_03
	at_At5g61240	mips_11	"Cf-5 disease resistance protein - like"
			mips_11_05
			mips_11_05_01
	Validation Accuracy: 14/18 (77.78%)
	Validation Frequency class 'mips_11_05': 33/628 (5.25%)

	Evaluation on propertest data (1012 items):
	at_At3g44410	mips_11	"disease resistence - like protein"
			mips_11_05
			mips_11_05_01
	at_At3g44670	mips_11	"disease resistance protein homlog"
			mips_11_05
			mips_11_05_01
	at_At3g46530	mips_11	"disease resistance protein RPP13-like protein"
			mips_11_05
			mips_11_05_01
	at_At3g46710	mips_11	"disease resistance protein RPP8-like protein"
			mips_11_05
			mips_11_05_01
	at_At3g50950	mips_11	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
	at_At3g59510	mips_11	"putative protein"
			mips_11_05
			mips_11_05_01
	at_At4g09430	mips_11	"putative protein"
			mips_11_05
			mips_11_05_01
	at_At4g13820	mips_11	"disease resistance protein - like"
			mips_11_05
	at_At4g16860 -	mips_11	"disease resistance RPP5 like protein"
			mips_11_01
	at_At4g16890 -	mips_11	"disease resistance RPP5 like protein"
			mips_11_01
	at_At4g16940 -	mips_11	"disease resistance RPP5 like protein"
			mips_11_01
	at_At4g16960 -	mips_11	"disease resistance RPP5 like protein"
			mips_11_01
	at_At4g29240 -	mips_30	"extensin-like protein"
			mips_30_01
	at_At4g36150	mips_11	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
	at_At5g18360	mips_11	"disease resistance protein -like"
			mips_11_05
			mips_11_05_01
	at_At5g25850 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_11
			mips_11_01
	at_At5g25910	mips_11	"disease resistance protein - like"
			mips_11_05
			mips_11_05_01
	at_At5g38350	mips_11	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
	at_At5g40100	mips_10	"disease resistence like - protein"
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g41540	mips_11	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
	Propertest Accuracy: 14/20 (70.00%)
	Propertest Frequency class 'mips_11_05': 40/1012 (3.95%)

	New (unknown) data (628 items):
	at_At1g10510 -	mips_99	"unknown protein"
	at_At1g12820 -	mips_99	"transport inhibitor response 1, putative"
	at_At1g13910 -	mips_99	"disease resistance like protein"
	at_At1g15890 -	mips_99	"hypothetical protein"
	at_At1g16930 -	mips_99	"hypothetical protein"
	at_At1g31540 -	no entry	null
	at_At1g33560 -	no entry	null
	at_At1g33590 -	no entry	null
	at_At1g47920 -	mips_99	"hypothetical protein"
	at_At1g48400 -	mips_99	""
	at_At1g52650 -	mips_99	"F6D8.13"
	at_At1g53350 -	mips_99	"hypothetical protein"
	at_At1g54480 -	mips_99	"hypothetical protein"
	at_At1g55660 -	mips_99	"hypothetical protein"
	at_At1g56400 -	mips_99	"hypothetical protein"
	at_At1g56510 -	mips_99	"hypothetical protein"
	at_At1g57650 -	mips_99	""
	at_At1g57690 -	mips_99	""
	at_At1g60180 -	mips_99	"T13D8.7"
	at_At1g60410 -	mips_99	"unknown protein"
	at_At1g61300 -	mips_99	"similar to disease resistance protein"
	at_At1g61850 -	mips_99	"hypothetical protein"
	at_At1g63730 -	mips_99	"putative disease resistance protein"
	at_At1g63750 -	mips_99	"putative disease resistance protein"
	at_At1g63880 -	mips_99	"disease resistance like protein"
	at_At1g64070 -	mips_99	"disease resistance protein, putative"
	at_At1g64540 -	mips_99	"unknown protein"
	at_At1g65380 -	mips_99	"unknown protein (At1g65380)"
	at_At1g66290 -	mips_99	"hypothetical protein"
	at_At1g67190 -	mips_99	"unknown protein"
	at_At1g68780 -	mips_99	"unknown protein"
	at_At1g69630 -	mips_99	"hypothetical protein"
	at_At1g71400 -	no entry	null
	at_At1g71440 -	no entry	null
	at_At1g72840 -	mips_99	"hypothetical protein"
	at_At1g73070 -	mips_99	"hypothetical protein"
	at_At1g74190 -	mips_99	"disease resistance protein, putative"
	at_At1g78740 -	mips_99	"hypothetical protein"
	at_At1g78840 -	mips_99	"hypothetical protein"
	at_At1g80080 -	mips_99	"GPI-anchored like protein"
	at_At2g14080 -	no entry	null
	at_At2g15040 -	no entry	null
	at_At2g17020 -	no entry	null
	at_At2g17440 -	no entry	null
	at_At2g20210 -	no entry	null
	at_At2g25440 -	no entry	null
	at_At2g25490 -	no entry	null
	at_At2g32680 -	no entry	null
	at_At2g33060 -	no entry	null
	at_At2g34680 -	no entry	null
	at_At2g39490 -	no entry	null
	at_At2g42730 -	no entry	null
	at_At3g07040 -	mips_99	"disease resistance gene (RPM1)"
	at_At3g10750 -	mips_99	"hypothetical protein"
	at_At3g11080 -	mips_99	"hypothetical protein"
	at_At3g12610 -	mips_99	"unknown protein"
	at_At3g14460 -	mips_99	"disease resistance protein, putative"
	at_At3g15410 -	mips_99	"unknown protein"
	at_At3g18730 -	mips_99	"hypothetical protein"
	at_At3g19230 -	mips_99	"hypothetical protein"
	at_At3g19320 -	mips_99	"unknown protein"
	at_At3g24480 -	mips_99	"disease resistance protein, putative"
	at_At3g25020 -	mips_99	"disease resistance protein, putative"
	at_At3g25510 -	mips_99	"unknown protein"
	at_At3g26810 -	mips_99	"transport inhibitor response 1-like protein"
	at_At3g26920 -	mips_99	"hypothetical protein"
	at_At3g26930 -	mips_99	"hypothetical protein"
	at_At3g42770 -	mips_99	"putative protein"
	at_At3g44080 -	mips_99	"putative protein"
	at_At3g48880 -	mips_99	"unknown protein"
	at_At3g49750 -	mips_99	"unknown protein"
	at_At3g54160 -	mips_99	"putative protein"
	at_At3g54650 -	mips_99	"putative protein"
	at_At3g58890 -	mips_99	"predicted GPI-anchored protein"
	at_At3g58920 -	mips_99	"putative protein"
	at_At3g58930 -	mips_99	"putative protein"
	at_At3g58940 -	mips_99	"putative protein"
	at_At3g59000 -	mips_99	"putative protein"
	at_At3g60710 -	mips_99	"putative protein"
	at_At3g62430 -	mips_99	"putative protein"
	at_At4g00160 -	mips_99	"unknown protein"
	at_At4g02760 -	mips_99	"hypothetical protein"
	at_At4g03220 -	mips_99	"hypothetical protein"
	at_At4g05500 -	mips_98	""
	at_At4g08980 -	mips_98	"unknown protein"
	at_At4g09920 -	mips_99	"hypothetical protein (probably remnant)"
	at_At4g10400 -	mips_99	"putative protein"
	at_At4g10420 -	mips_99	"putative protein"
	at_At4g18760 -	mips_99	"putative protein"
	at_At4g19050 -	mips_99	"putative protein"
	at_At4g19510 -	mips_99	"TMV resistance protein N-like"
	at_At4g27190 -	mips_98	"putative protein"
	at_At4g28560 -	mips_99	"predicted GPI-anchored protein (fragment)"
	at_At4g29420 -	mips_99	"unknown protein"
	at_At4g29880 -	mips_99	"putative protein"
	at_At4g30640 -	mips_99	"putative protein"
	at_At5g02700 -	mips_99	"putative protein"
	at_At5g02930 -	mips_99	"putative protein"
	at_At5g05850 -	mips_99	"unknown protein"
	at_At5g06870 -	mips_99	"polygalacturonase inhibiting protein"
	at_At5g18780 -	mips_99	"putative protein"
	at_At5g22600 -	mips_99	"unknown protein"
	at_At5g22700 -	mips_99	"unknown protein"
	at_At5g22710 -	mips_99	"unknown protein"
	at_At5g22720 -	mips_99	"unknown protein"
	at_At5g22730 -	mips_99	"unknown protein"
	at_At5g25860 -	mips_99	"putative protein"
	at_At5g27920 -	mips_98	"unknown protein"
	at_At5g35450 -	mips_99	"disease resistance protein"
	at_At5g38570 -	mips_99	"putative protein"
	at_At5g40470 -	mips_99	"unknown protein"
	at_At5g41820 -	mips_99	"geranylgeranyl transferase alpha subunit-like protein"
	at_At5g43470 -	mips_99	"disease resistance protein RPP8"
	at_At5g44490 -	mips_99	"unknown protein"
	at_At5g44510 -	mips_99	"disease resistance protein-like"
	at_At5g44950 -	mips_99	"putative protein"
	at_At5g44960 -	mips_99	"putative protein"
	at_At5g44980 -	mips_99	"unknown protein"
	at_At5g45200 -	mips_99	"disease resistance protein RPS4"
	at_At5g45230 -	mips_99	"disease resistance protein RPS4"
	at_At5g45240 -	mips_99	"putative protein"
	at_At5g45500 -	mips_99	"unknown protein"
	at_At5g45510 -	mips_99	"unknown protein"
	at_At5g45770 -	mips_99	"putative protein"
	at_At5g46450 -	mips_99	"disease resistance protein-like"
	at_At5g46470 -	mips_99	"disease resistance protein-like"
	at_At5g47260 -	mips_99	"NBS/LRR disease resistance protein"
	at_At5g47280 -	mips_99	"disease resistance protein-like"
	at_At5g48620 -	mips_99	"disease resistance protein"
	at_At5g49980 -	mips_99	"transport inhibitor response 1 protein"
	at_At5g50270 -	mips_99	"putative protein"
	at_At5g51370 -	mips_99	"putative protein"
	at_At5g51630 -	mips_99	"putative protein"
	at_At5g52460 -	mips_99	"putative protein"
	at_At5g56370 -	mips_99	"unknown protein"
	at_At5g56390 -	mips_99	"putative protein"
	at_At5g56410 -	mips_99	"putative protein"
	at_At5g56420 -	mips_99	"unknown protein"
	at_At5g56430 -	mips_99	"putative protein"
	at_At5g56570 -	mips_99	"putative protein"
	at_At5g56810 -	mips_99	"putative protein"
	at_At5g56820 -	mips_99	"putative protein"
	at_At5g66890 -	mips_99	"putative protein"
	at_At5g66910 -	mips_99	"disease resistance protein-like"
	at_At5g67250 -	mips_99	"unknown protein"
	at_At1g03440 -	mips_99	"putative protein kinase (F21B7.6)"
	at_At1g05080 -	no entry	null
	at_At1g06630 -	mips_99	"unknown protein"
	at_At1g09760 -	mips_99	"putative U2 small nuclear ribonucleoprotein A' (U2 SNRNP-A')"
	at_At1g10920 -	mips_99	"disease resistance protein RPM1 isolog"
	at_At1g12210 -	mips_99	"NBS/LRR disease resistance protein"
	at_At1g12220 -	mips_99	"NBS/LRR disease resistance protein, putative"
	at_At1g12280 -	mips_99	"hypothetical protein"
	at_At1g12290 -	mips_99	"hypothetical protein"
	at_At1g12870 -	mips_99	"hypothetical protein"
	at_At1g12970 -	mips_99	"unknown protein"
	at_At1g13230 -	mips_99	"putative disease resistance protein"
	at_At1g13570 -	mips_99	"hypothetical protein"
	at_At1g13780 -	mips_99	"hypothetical protein"
	at_At1g15740 -	mips_99	"putative leucine rich protein"
	at_At1g16940 -	mips_99	"hypothetical protein"
	at_At1g17240 -	mips_99	"putative receptor protein kinase"
	at_At1g17250 -	mips_99	"putative receptor protein kinase"
	at_At1g19410 -	mips_99	"hypothetical protein"
	at_At1g21410 -	mips_99	"unknown protein"
	at_At1g21990 -	mips_99	"hypothetical protein"
	at_At1g22000 -	mips_99	"hypothetical protein"
	at_At1g25570 -	no entry	null
	at_At1g26890 -	mips_99	"hypothetical protein"
	at_At1g27170 -	mips_99	"disease resistance protein, putative"
	at_At1g27180 -	mips_99	"disease resistance protein, putative"
	at_At1g33600 -	no entry	null
	at_At1g33610 -	no entry	null
	at_At1g34290 -	mips_99	"hypothetical protein"
	at_At1g47890 -	mips_99	"disease resistance protein, putative"
	at_At1g48540 -	mips_99	"unknown protein"
	at_At1g49490 -	mips_99	"hypothetical protein"
	at_At1g49610 -	mips_99	"hypothetical protein"
	at_At1g49750 -	mips_99	"unknown protein"
	at_At1g50180 -	mips_99	"disease resistance protein, putative"
	at_At1g51370 -	mips_99	"unknown protein"
	at_At1g51480 -	mips_99	"hypothetical protein"
	at_At1g55030 -	mips_99	"hypothetical protein"
	at_At1g58190 -	mips_99	"hypothetical protein"
	at_At1g58390 -	no entry	null
	at_At1g58400 -	no entry	null
	at_At1g58410 -	no entry	null
	at_At1g59620 -	mips_99	"PRM1 homolog (CW9)"
	at_At1g61180 -	mips_99	""
	at_At1g61320 -	mips_99	"similar to T1F9.18"
	at_At1g61330 -	mips_99	"similar to T1F9.19"
	at_At1g62440 -	mips_99	"putative extensin-like protein (gnl:PID:e1310400"
	at_At1g62630 -	mips_99	"putative RPS-2 disease resistance protein (AA002294"
	at_At1g63360 -	mips_99	"disease resistance protein, putative"
	at_At1g63870 -	mips_99	"putative disease resistance protein"
	at_At1g66300 -	mips_99	"unknown protein"
	at_At1g66310 -	mips_99	"unknown protein"
	at_At1g66320 -	mips_99	"hypothetical protein"
	at_At1g66640 -	mips_99	"hypothetical protein"
	at_At1g69550 -	mips_99	"putative disease resistance protein"
	at_At1g71390 -	no entry	null
	at_At1g74200 -	mips_99	"putative disease resistance protein"
	at_At1g77000 -	mips_99	"unknown protein"
	at_At1g78230 -	mips_99	"unknown protein; similar to ESTs gb:H36831.1, gb:N96841.1, and gb:AA651293.1"
	at_At1g78470 -	mips_99	"similar to F-box domain gb:AAF14684.1"
	at_At1g78760 -	mips_99	"hypothetical protein"
	at_At1g80630 -	mips_99	"unknown protein"
	at_At1g80960 -	mips_99	"unknown protein"
	at_At2g01620 -	no entry	null
	at_At2g05300 -	no entry	null
	at_At2g06030 -	no entry	null
	at_At2g15080 -	no entry	null
	at_At2g15320 -	no entry	null
	at_At2g15880 -	no entry	null
	at_At2g16870 -	no entry	null
	at_At2g17050 -	no entry	null
	at_At2g17060 -	no entry	null
	at_At2g24160 -	no entry	null
	at_At2g26380 -	no entry	null
	at_At2g26860 -	no entry	null
	at_At2g29910 -	no entry	null
	at_At2g29930 -	no entry	null
	at_At2g30100 -	no entry	null
	at_At2g32660 -	no entry	null
	at_At2g33030 -	no entry	null
	at_At2g36370 -	no entry	null
	at_At2g42720 -	no entry	null
	at_At2g42800 -	no entry	null
	at_At3g07550 -	mips_99	"unknown protein"
	at_At3g11010 -	mips_99	"disease resistance protein like"
	at_At3g11330 -	mips_99	"unknown protein"
	at_At3g14470 -	mips_99	"disease resistance protein, putative"
	at_At3g17640 -	mips_99	"hypothetical protein"
	at_At3g17920 -	mips_99	"unknown protein"
	at_At3g19085 -	mips_99	"hypothetical protein, 3' partial"
	at_At3g20820 -	mips_99	"unknown protein"
	at_At3g23110 -	mips_99	"disease resistance protein, putative"
	at_At3g24900 -	mips_99	"leucine-rich repeat disease resistance protein, putative"
	at_At3g25010 -	mips_99	"disease resistance protein, putative"
	at_At3g26500 -	mips_99	"unknown protein"
	at_At3g28410 -	mips_99	"hypothetical protein"
	at_At3g28890 -	mips_99	"disease resistance protein, putative"
	at_At3g44060 -	mips_99	"putative protein"
	at_At3g44090 -	mips_99	"putative protein"
	at_At3g49030 -	mips_99	"putative protein"
	at_At3g49040 -	mips_99	"putative protein"
	at_At3g49150 -	mips_99	"putative protein"
	at_At3g49480 -	mips_99	"putative protein"
	at_At3g50080 -	mips_99	"unknown protein"
	at_At3g50710 -	mips_99	"putative protein"
	at_At3g51530 -	mips_99	"putative protein"
	at_At3g52670 -	mips_99	"putative protein"
	at_At3g52690 -	mips_99	"putative protein"
	at_At3g53550 -	mips_99	"putative protein"
	at_At3g54910 -	mips_99	"putative protein"
	at_At3g56780 -	mips_99	"putative protein"
	at_At3g58530 -	mips_99	"unknown protein"
	at_At3g58820 -	mips_99	"putative protein"
	at_At3g58860 -	mips_99	"putative protein"
	at_At3g58880 -	mips_99	"putative protein"
	at_At3g58900 -	mips_99	"unknown protein"
	at_At3g58950 -	mips_99	"putative protein"
	at_At3g58960 -	mips_99	"putative protein"
	at_At3g58980 -	mips_99	"unknown protein"
	at_At3g59150 -	mips_99	"unknown protein"
	at_At3g59180 -	mips_99	"putative protein"
	at_At3g59190 -	mips_99	"putative protein"
	at_At3g59200 -	mips_99	"unknown protein"
	at_At3g59230 -	mips_99	"putative protein"
	at_At3g59250 -	mips_99	"putative protein"
	at_At3g59270 -	mips_99	"putative protein"
	at_At3g60040 -	mips_99	"putative protein"
	at_At3g62440 -	mips_99	"putative protein"
	at_At4g00320 -	mips_99	""
	at_At4g02740 -	mips_99	"hypothetical protein"
	at_At4g03190 -	mips_98	"putative homolog of transport inhibitor response 1"
	at_At4g04220 -	mips_11	"putative disease resistance protein"
	at_At4g05460 -	mips_99	"N7 like-protein"
	at_At4g10410 -	mips_99	"putative protein"
	at_At4g18670 -	mips_99	"extensin-like protein"
	at_At4g19500 -	mips_99	"resistence protein - like"
	at_At4g19530 -	mips_99	"TMV resistance protein N - like"
	at_At4g24390 -	mips_99	"transport inhibitor response-like protein"
	at_At4g26050 -	mips_98	"putative leucine-rich-repeat protein"
	at_At4g26340 -	mips_99	"unknown protein"
	at_At4g26350 -	mips_99	"putative protein"
	at_At4g26980 -	mips_99	"putative protein"
	at_At4g27050 -	mips_98	"unknown protein"
	at_At4g27220 -	mips_99	"putative protein"
	at_At4g28380 -	mips_99	"extensin-like protein"
	at_At4g33300 -	mips_98	"putative protein"
	at_At5g01720 -	mips_99	"putative F-box protein family, AtFBL3"
	at_At5g02910 -	mips_99	"unknown protein"
	at_At5g02920 -	mips_99	"putative protein"
	at_At5g03100 -	mips_99	"putative protein"
	at_At5g05400 -	mips_99	"NBS/LRR disease resistance protein"
	at_At5g06860 -	mips_99	"polygalacturonase inhibiting protein 1; PGIP1 (gb:AAF69827.1)"
	at_At5g07670 -	mips_99	"unknown protein"
	at_At5g11370 -	mips_99	"putative protein"
	at_At5g15620 -	mips_99	"putative protein (fragment at BAC end)"
	at_At5g17970 -	mips_99	"disease resistance protein-like"
	at_At5g18770 -	mips_99	"unknown protein"
	at_At5g22660 -	mips_99	"unknown protein"
	at_At5g23340 -	mips_99	"unknown protein"
	at_At5g23400 -	mips_99	"disease resistance protein-like"
	at_At5g25350 -	mips_99	"leucine-rich repeats containing protein"
	at_At5g38390 -	mips_99	"strong similarity to unknown protein (gb:AAD55600.1)"
	at_At5g38580 -	mips_99	"putative protein"
	at_At5g38590 -	mips_99	"unknown protein"
	at_At5g40050 -	mips_99	"putative protein"
	at_At5g41630 -	mips_99	"putative protein"
	at_At5g41750 -	mips_99	"disease resistance protein-like"
	at_At5g41840 -	mips_99	"putative protein"
	at_At5g43730 -	mips_99	"disease resistance protein"
	at_At5g43740 -	mips_99	"disease resistance protein"
	at_At5g44850 -	mips_99	"putative protein"
	at_At5g44870 -	mips_99	"disease resistance protein-like"
	at_At5g44940 -	mips_99	"putative protein"
	at_At5g44970 -	mips_99	"putative protein"
	at_At5g45050 -	mips_99	"disease resistance protein-like"
	at_At5g45060 -	mips_99	"disease resistance protein-like"
	at_At5g45210 -	mips_99	"disease resistance protein-like"
	at_At5g45520 -	mips_99	"putative protein"
	at_At5g46260 -	mips_99	"disease resistance protein-like"
	at_At5g46520 -	mips_99	"disease resistance protein-like"
	at_At5g47250 -	mips_99	"NBS/LRR disease resistance protein"
	at_At5g49140 -	mips_99	"disease resistance protein-like"
	at_At5g49290 -	mips_99	"disease resistance protein-like"
	at_At5g51380 -	mips_99	"putative protein"
	at_At5g52480 -	mips_99	"nodulin-like protein"
	at_At5g53640 -	mips_99	"putative protein"
	at_At5g53840 -	mips_99	"putative protein"
	at_At5g54820 -	mips_99	"putative protein"
	at_At5g55000 -	mips_99	"FH protein interacting protein FIP2 (gb:AAF14550.1)"
	at_At5g55540 -	mips_99	"putative protein"
	at_At5g56380 -	mips_99	"putative protein"
	at_At5g56400 -	mips_99	"putative protein"
	at_At5g56440 -	mips_99	"putative protein"
	at_At5g56560 -	mips_99	"putative protein"
	at_At5g56690 -	mips_99	"putative protein"
	at_At5g60610 -	mips_99	"unknown protein"
	at_At5g63020 -	mips_99	"NBS/LRR disease resistance like protein"
	at_At5g66330 -	mips_99	"unknown protein"
	at_At5g66900 -	mips_99	"disease resistance protein-like"
	at_At1g10780 -	mips_99	"similar to grr1 gi:2407790"
	at_At1g12040 -	mips_99	"leucine-rich repeat/extensin 1 (LRX1)"
	at_At1g17600 -	mips_99	"disease resistance protein, putative"
	at_At1g28340 -	mips_99	"hypothetical protein"
	at_At1g33670 -	mips_99	"disease resistance protein, putative"
	at_At1g48390 -	mips_99	"F11A17.6"
	at_At1g50980 -	mips_99	"hypothetical protein"
	at_At1g55590 -	mips_99	"unknown protein"
	at_At1g56520 -	mips_99	"disease resistance like protein"
	at_At1g56540 -	mips_99	"disease resistance protein, putative"
	at_At1g56610 -	mips_99	"unknown protein"
	at_At1g58310 -	mips_99	"hypothetical protein"
	at_At1g59780 -	mips_99	"hypothetical protein"
	at_At1g60400 -	mips_99	""
	at_At1g61190 -	mips_99	""
	at_At1g61310 -	mips_99	"similar to disease resistance protein"
	at_At1g63350 -	no entry	null
	at_At1g63740 -	mips_99	"disease resistance like protein"
	at_At1g65850 -	mips_99	""
	at_At1g67390 -	mips_99	"hypothetical protein"
	at_At1g72860 -	mips_99	"hypothetical protein"
	at_At1g74170 -	mips_99	"disease resistance protein, putative"
	at_At1g77550 -	mips_99	"hypothetical protein"
	at_At1g78730 -	mips_99	"hypothetical protein"
	at_At1g78750 -	mips_99	"hypothetical protein"
	at_At1g80470 -	mips_99	"hypothetical protein"
	at_At1g80570 -	mips_99	"unknown protein"
	at_At2g04230 -	no entry	null
	at_At2g19330 -	no entry	null
	at_At2g19780 -	no entry	null
	at_At2g23880 -	no entry	null
	at_At2g25470 -	no entry	null
	at_At2g26030 -	no entry	null
	at_At2g33020 -	no entry	null
	at_At2g33050 -	no entry	null
	at_At2g33080 -	no entry	null
	at_At2g34930 -	no entry	null
	at_At2g39940 -	no entry	null
	at_At2g42620 -	no entry	null
	at_At2g44900 -	no entry	null
	at_At3g14710 -	mips_99	"unknown protein"
	at_At3g18150 -	mips_99	"hypothetical protein"
	at_At3g19020 -	mips_99	"hypothetical protein"
	at_At3g22800 -	mips_99	"hypothetical protein"
	at_At3g23010 -	mips_99	"disease resistance protein, putative"
	at_At3g23120 -	mips_99	"disease resistance protein, putative"
	at_At3g25670 -	mips_99	"hypothetical protein"
	at_At3g27290 -	mips_99	"unknown protein"
	at_At3g29830 -	no entry	null
	at_At3g44180 -	mips_99	"putative protein"
	at_At3g44810 -	no entry	null
	at_At3g49020 -	mips_99	"putative protein"
	at_At3g50690 -	mips_99	"putative protein"
	at_At3g52680 -	mips_99	"putative protein"
	at_At3g58910 -	mips_99	"putative protein"
	at_At3g59160 -	mips_99	"putative protein"
	at_At3g59170 -	mips_99	"putative protein"
	at_At3g59210 -	mips_99	"unknown protein"
	at_At3g59240 -	mips_99	"putative protein"
	at_At3g60350 -	mips_98	"Arm repeat containing protein - like"
	at_At3g60790 -	mips_99	"putative protein"
	at_At3g62230 -	mips_99	"unknown protein"
	at_At4g05470 -	mips_99	"N7 -like protein"
	at_At4g05490 -	mips_99	"N7 -like protein"
	at_At4g07400 -	mips_99	""
	at_At4g11580 -	mips_99	"putative protein"
	at_At4g13340 -	mips_99	"extensin-like protein"
	at_At4g13960 -	mips_99	"hypothetical protein"
	at_At4g15060 -	mips_99	"hypothetical protein"
	at_At4g19520 -	mips_99	"resistance protein RPP5 - like"
	at_At4g22280 -	mips_99	"putative protein"
	at_At4g23840 -	mips_99	"leucine rich repeat protein - like"
	at_At4g24490 -	mips_98	"Rab geranylgeranyl transferase like protein (fragment)"
	at_At4g35470 -	mips_98	"unknown protein"
	at_At5g04720 -	mips_99	"unknown protein"
	at_At5g07910 -	mips_99	"putative protein"
	at_At5g12940 -	mips_99	"unknown protein"
	at_At5g22320 -	mips_99	"unknown protein"
	at_At5g22590 -	mips_99	"unknown protein"
	at_At5g22610 -	mips_99	"unknown protein"
	at_At5g22670 -	mips_99	"unknown protein"
	at_At5g22690 -	mips_99	"disease resistance protein-like"
	at_At5g27750 -	mips_99	"unknown protein"
	at_At5g40920 -	mips_99	"disease resistance protein-like"
	at_At5g41740 -	mips_99	"disease resistance protein-like"
	at_At5g41830 -	mips_99	"putative protein"
	at_At5g45260 -	mips_99	"disease resistance protein-like"
	at_At5g46270 -	mips_99	"disease resistance protein-like"
	at_At5g46510 -	mips_99	"disease resistance protein-like"
	at_At5g56700 -	mips_99	"putative protein"
	at_At5g56800 -	mips_99	"putative protein"
	at_At5g57900 -	mips_99	"unknown protein"
	at_At5g62970 -	mips_99	"putative protein"
	at_At5g65830 -	mips_99	"unknown protein"
	at_At5g67140 -	mips_99	"unknown protein"


------------------
Rule 75
	a.37 <= 0.02
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (1366 items):
	at_At1g08320	mips_04	"bZip protein AtbZip21"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At1g19490	mips_04	"bZip transcription factor AtbZip62"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At1g42990	mips_04	"bZip transcription factor AtbZip60"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At1g43700	mips_04	"VirE2-interacting protein VIP1 / bZip factor AtbZip51"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_08
			mips_08_01
	at_At1g59530	mips_04	"bZip transcription factor AtbZip4"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At1g68640	mips_04	"bZip transcription factor PERIANTHIA (PAN) / AtbZip46"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At1g68880	mips_04	"bZip transcription factor AtbZip8"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At1g75390	mips_04	"bZip transcription factor AtbZip44"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At1g77920	mips_04	"bZip transcription factor AtbZip50"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g21230	mips_04	"bZIP transcription factor AtbZip30"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g22850	mips_04	"bZip tarnscription factor AtbZip6"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g31370	mips_04	"bZIP transcription factor PosF21 / AtbZip59"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g40620	mips_04	"bZIP transcription factor AtbZip18"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g42380	mips_04	"bZip transcription factor AtbZip34"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g19290	mips_04	"abscisic acid responsive elements-binding factor (ABRE/ABF4) / bZip transcription factor AtbZip38"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g62420	mips_04	"bZip transcription factor AtbZip53"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g01120	mips_04	"G-box binding bZip transcription factor GBF2 / AtbZip54"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g35900	mips_04	"bZIP transcription factor AtbZIP14"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g36730	mips_04	"G-box binding bZip transcription factor GBF1 / AtbZip41"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_09
			mips_09_10
	at_At5g07160	mips_04	"bZip transcription factor AtbZip72"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g10030	mips_04	"bZip transcription factor OBF4 / AtbZip57"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g24800	mips_04	"bZIP protein BZO2H2"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g38800	mips_04	"bZIP transcription factor AtbZip43"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g49450	mips_04	"bZip protein AtbZIP1"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	Training Accuracy: 24/24 (100.00%)
	Training Frequency class 'mips_04_05': 219/1366 (16.03%)

	Evaluation on validation data (628 items):
	at_At1g03970	mips_04	"G-box binding bZip transcription factor GBF4 / AtbZip40"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At1g06070	mips_04	"bZip transcription factor AtbZip69"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At1g13600	mips_04	"bZip transcription factor AtbZip58"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At1g49720	mips_04	"abscisic acid responsive elements-binding factor (ABRE/ABF1)/ bZip transcription factor AtbZip35"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g13150	mips_04	"bZIP transcription factor AtbZip31"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g17770	mips_04	"bZIP transcription factor atbzip27"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g18160	mips_04	"G-box binding bZIP transcription factor GBF5 / AtbZip2"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g10800	mips_04	"bZIP transcription factor AtbZip28"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g12250	mips_04	"bZip transcription factor TGA6 / AtbZip45"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g44460	mips_04	"bZIP transcription factor DPBF2 / AtbZip67"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g56660	mips_04	"bZip transcription factor AtbZip49"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g34590	mips_04	"bZIP transcription factor ATB2/ Atbzip11"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g06950	mips_04	"bZip transcription factor AtbZip20/tga2"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g15830	mips_04	"bZIP transcription factor AtbZip3"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g28770	mips_04	"bZip transcription factor BZO2H3 / AtbZip63"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g60830	mips_04	"bZip transcription factor AtbZip70"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g65210	mips_04	"bZip transcription factor TGA1 / AtbZip47"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	Validation Accuracy: 17/17 (100.00%)
	Validation Frequency class 'mips_04_05': 120/628 (19.11%)

	Evaluation on propertest data (1012 items):
	at_At1g22070	mips_04	"bZIP transcription factor TGA3/AtbZIP22"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At1g32150	mips_04	"putative G-Box binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g12900	mips_04	"bZip transcription factor AtbZip33"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g36270	mips_04	"bZip transcription factor AtbZip39"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g40950	mips_04	"bZIP tanscription factor like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g41070	mips_04	"bZIP transcription factor AtbZIP12 / DPBF4"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g30530	mips_04	"bZip transcription factor AtbZip42"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g49760	mips_04	"bZIP transcription factor AtbZip5"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g54620	mips_04	"bZIP transcription factor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g56850	mips_04	"ABA-responsive element binding bZip transcription factor AREB3 / AtbZip66"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g58120	mips_04	"bZip transcription factor AtbZip61"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g02640	mips_04	"bZIP protein BZO2H1"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g38900	mips_04	"transcription factor bZIP29 (BZIP29)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g06960	mips_04	"bzip transcription factor HBP-1b/Atbzip26"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g11260	mips_04	"bZip transcription factor HY5 / AtbZip56"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_10
			mips_10_01
			mips_10_01_05
	at_At5g42910	mips_04	"bzip protein AtbZip15"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g44080	mips_04	"bZIP protein AtbZIP13"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	Propertest Accuracy: 17/17 (100.00%)
	Propertest Frequency class 'mips_04_05': 146/1012 (14.43%)

	New (unknown) data (628 items):
	at_At2g46270 -	no entry	null


------------------
Rule 80
	a.4.1 <= 0.00049
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (1366 items):
	at_At2g17950	mips_04	"homeodomain transcription factor wuschel (wus)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_50
			mips_50_02
			mips_50_02_02
	at_At3g46130	mips_04	"Myb DNA binding protein -like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g46590 -	mips_30	"telomere repeat-binding protein homolog"
			mips_30_13
	at_At3g49690	mips_04	"AtMYB84"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g50060	mips_04	"R2R3-MYB transcription factor"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g53200	mips_04	"putative transcription factor (MYB27)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g53790	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g60390	mips_04	"homeobox-leucine zipper protein HAT3"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g60460	mips_04	"myb protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g61890	mips_04	"homeobox-leucine zipper protein ATHB-12"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_11
			mips_11_01
			mips_30
			mips_30_10
	at_At3g62610	mips_04	"putative transcription factor (MYB11)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g01280	mips_04	"putative myb-related DNA-binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g08150	mips_04	"KNAT1 homeobox-like protein"
			mips_04_05
			mips_04_05_01
			mips_50
			mips_50_02
			mips_50_02_02
	at_At4g09460	mips_04	"DNA-binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_98
	at_At4g13480	mips_04	"myb-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g17710	mips_04	"GLABRA2 like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g18770	mips_04	"myb - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g25530	mips_04	"homeodomain-containing transcription factor FWA"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g26930	mips_04	"putative myb-related protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g28110	mips_04	"putative transcription factor (MYB41)"
			mips_04_05
	at_At4g29940	mips_04	"pathogenesis related homeodomain protein (PRHA)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_11
			mips_11_05
	at_At4g32980	mips_04	"homeobox gene ATH1"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g34990	mips_04	"MYB-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g36740	mips_04	"homeodomain protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g37260	mips_04	"myb-related protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
	at_At4g37790	mips_04	"homeobox protein (HAT22)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g40060	mips_04	"homeodomain - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g07690	mips_04	"transcription factor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g10280	mips_04	"putative transcription factor MYB92"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g11060	mips_04	"HOMEOBOX PROTEIN KNOTTED-1 LIKE 4 (KNAT4)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g11510	mips_04	"putative c-myb-like transcription factor MYB3R-4 (MYB3R4)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g12870	mips_04	"putative transcription factor (MYB46)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g14340	mips_04	"MYB40 - putative transcription factor"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g14750	mips_04	"myb transcription factor werewolf (WER)/ MYB66"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_50
			mips_50_02
			mips_50_02_02
	at_At5g15150	mips_04	"homeobox protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g16770	mips_04	"putative transcription factor (MYB9)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g17800	mips_04	"MYB56 R2R3-MYB factor family member"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g25220 -	mips_50	"KNAT3 homeodomain protein"
			mips_50_02
			mips_50_02_02
	at_At5g26660	mips_04	"ATMYB4 (Atmyb4)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g29000 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
			mips_11
			mips_11_01
	at_At5g40330	mips_04	"myb-related protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g40350	mips_04	"putative transcription factor MYB24"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g40430	mips_04	"putative transcription factor (MYB22)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g41410	mips_04	"homeotic protein BEL1 homolog"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g54230	mips_04	"Myb-related transcription factor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g58850	mips_04	"putative transcription factor MYB119 (MYB119)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g59340	mips_04	"wuschel protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g60690	mips_04	"REVOLUTA or interfascicular fiberless 1"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_50
			mips_50_02
			mips_50_02_02
	at_At5g61420	mips_04	"putative transcription factor MYB28"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	Training Accuracy: 46/49 (93.88%)
	Training Frequency class 'mips_04_05': 219/1366 (16.03%)

	Evaluation on validation data (628 items):
	at_At3g48920	mips_04	"myb-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g49850	mips_04	"MYB -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g61150	mips_04	"homeobox protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g61250	mips_04	"putative transcription factor (MYB17)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g21440	mips_04	"myb-related protein M4"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g21750	mips_04	"L1 specific homeobox gene ATML1/ovule-specific homeobox protein A20"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g32880	mips_04	"HD-zip transcription factor (athb-8)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g33450	mips_04	"putative transcription factor (MYB69)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g34610	mips_04	"Homeodomain - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g37780	mips_04	"myb transcription factor like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g03790	mips_04	"homeodomain -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g07210 -	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_15
	at_At5g07700	mips_04	"transcription factor (gb:AAD53097.1)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g11050	mips_04	"putative transcription factor MYB64 (MYB64)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g39700	mips_04	"myb like transcription factor (MYB89)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g56110	mips_04	"Atmyb103 (gb:AAD40692.1)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g58080 -	mips_10	"ARR2 - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_15
	at_At5g58900	mips_04	"I-box binding factor - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g59780	mips_04	"MYB27 protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	Validation Accuracy: 17/19 (89.47%)
	Validation Frequency class 'mips_04_05': 120/628 (19.11%)

	Evaluation on propertest data (1012 items):
	at_At1g62360	mips_04	"homeobox transcription factor shootmeristemless (stm)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g47600	mips_04	"putative transcription factor (MYB94)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g55730	mips_04	"MYB transcription factor - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
	at_At3g62670 -	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_15
	at_At4g00540	mips_04	"putative c-myb-like transcription factor (MYB3R2)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g01680	mips_04	"putative transcription factor"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g02560	mips_04	"LUMINIDEPENDENS protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_50
			mips_50_02
			mips_50_02_02
	at_At4g04890	mips_04	"putative homeotic protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g05100	mips_04	"MYB - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g16420	mips_04	"transcriptional adaptor like protein"
			mips_04_05
			mips_04_05_99
	at_At4g16780	mips_04	"DNA-binding homeotic protein Athb-2"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g17460	mips_04	"homeobox-leucine zipper protein HAT1 (hd-zip protein 1)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g36870	mips_04	"BEL1-like homeobox 2 protein (BLH2)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g37180 -	mips_09	"putative cytoskeletal protein"
			mips_09_04
	at_At4g38620	mips_04	"putative transcription factor (MYB4)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g01380	mips_04	"transcription factor GT-3a"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g02030	mips_04	"putative homeodomain protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g02320	mips_04	"myb -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g15310	mips_04	"myb-related protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g40360	mips_04	"putative transcription factor MYB115"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g53200	mips_04	"TRIPTYCHON"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g59430 -	mips_09	"telomere repeat-binding protein"
			mips_09_13
			mips_30
			mips_30_10
	at_At5g60890	mips_04	"Myb transcription factor homolog (ATR1)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g61620	mips_04	"transcriptional activator - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g62320	mips_04	"MYB99"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	Propertest Accuracy: 22/25 (88.00%)
	Propertest Frequency class 'mips_04_05': 146/1012 (14.43%)

	New (unknown) data (628 items):
	at_At1g01060 -	mips_99	"DNA-binding protein, putative"
	at_At1g01380 -	mips_99	"Myb homolog (CPC), putative"
	at_At1g05230 -	no entry	null
	at_At1g08810 -	mips_99	"transcription factor like protein"
	at_At1g10820 -	mips_99	"unknown protein"
	at_At1g13450 -	mips_99	"hypothetical protein"
	at_At1g15720 -	mips_99	"unknown protein"
	at_At1g18330 -	mips_99	"hypothetical protein"
	at_At1g18710 -	mips_99	"Putative MYB47 transcription factor"
	at_At1g19000 -	mips_99	"unknown protein"
	at_At1g19700 -	mips_99	"unknown protein"
	at_At1g25550 -	mips_99	"unknown protein"
	at_At1g30490 -	mips_99	"HD-Zip protein"
	at_At1g37080 -	mips_99	"hypothetical protein"
	at_At1g43330 -	mips_99	"hypothetical protein"
	at_At1g48000 -	mips_99	"putative transcription factor MYB112"
	at_At1g49010 -	mips_99	"hypothetical protein"
	at_At1g60670 -	mips_99	"unknown protein"
	at_At1g63910 -	mips_99	"putative MYB family transcription factor"
	at_At1g66230 -	mips_99	"myb-related transcription factor, putative"
	at_At1g66370 -	mips_99	"Myb-related transcription factor, putative"
	at_At1g68160 -	mips_99	"unknown protein"
	at_At1g72740 -	mips_99	"DNA-binding like protein"
	at_At1g74430 -	mips_99	"transcription like factor (MYB95)"
	at_At1g74840 -	mips_99	"MYB family transcription factor like protein"
	at_At1g79180 -	mips_99	"putative transcription factor (MYB63)"
	at_At2g01430 -	no entry	null
	at_At2g01760 -	no entry	null
	at_At2g02060 -	no entry	null
	at_At2g06020 -	no entry	null
	at_At2g16400 -	no entry	null
	at_At2g21650 -	no entry	null
	at_At2g22430 -	no entry	null
	at_At2g22710 -	no entry	null
	at_At2g25180 -	no entry	null
	at_At2g27990 -	no entry	null
	at_At2g31180 -	no entry	null
	at_At2g32370 -	no entry	null
	at_At2g33610 -	no entry	null
	at_At2g38300 -	no entry	null
	at_At2g40260 -	no entry	null
	at_At2g40970 -	no entry	null
	at_At2g42660 -	no entry	null
	at_At2g44430 -	no entry	null
	at_At2g44910 -	no entry	null
	at_At2g47460 -	no entry	null
	at_At3g07565 -	mips_99	"unknown protein, 3' partial"
	at_At3g08500 -	no entry	null
	at_At3g09370 -	mips_99	"MYB family like transcription factor"
	at_At3g09600 -	mips_99	"putative MYB-related protein"
	at_At3g10760 -	mips_99	"unknown protein"
	at_At3g11100 -	mips_99	"unknown protein"
	at_At3g12730 -	mips_99	"regulatory protein of P-starvation acclimation response Psr1, putative"
	at_At3g13540 -	mips_99	"myb-related protein 5"
	at_At3g15320 -	mips_99	"hypothetical protein"
	at_At3g18010 -	mips_99	"hypothetical protein"
	at_At3g24120 -	mips_99	"transfactor like protein"
	at_At3g24310 -	mips_99	"putative transcription factor (MYB71)"
	at_At3g27810 -	no entry	null
	at_At3g30210 -	mips_99	"myb-like transcription factor, putative"
	at_At3g46640 -	mips_99	"unknown protein"
	at_At3g53440 -	mips_99	"unknown protein"
	at_At3g55350 -	mips_99	"unknown protein"
	at_At4g01060 -	mips_98	"myb-like protein"
	at_At4g01980 -	mips_99	"hypothetical protein"
	at_At4g03250 -	mips_04	"putative DNA-binding protein"
	at_At4g18020 -	mips_99	"pseudo-response regulator 2 (APRR2)"
	at_At4g25560 -	mips_99	"myb like protein"
	at_At4g31920 -	mips_99	"predicted protein"
	at_At4g32730 -	mips_99	"putative myb-protein"
	at_At4g39250 -	mips_99	"putative protein"
	at_At5g05550 -	mips_99	"unknown protein"
	at_At5g05770 -	mips_99	"unknown protein"
	at_At5g05790 -	mips_99	"unknown protein"
	at_At5g06710 -	mips_99	"homeobox protein"
	at_At5g08520 -	mips_99	"unknown protein"
	at_At5g17320 -	mips_99	"homeobox protein"
	at_At5g17810 -	mips_99	"unknown protein"
	at_At5g42630 -	mips_99	"unknown protein"
	at_At5g45980 -	mips_99	"putative protein"
	at_At5g46880 -	mips_99	"homeobox protein"
	at_At5g47390 -	mips_99	"Myb-related transcription activator-like"
	at_At5g49330 -	mips_99	"putative protein"
	at_At5g57620 -	mips_99	"Myb-related transcription factor-like protein"
	at_At5g59570 -	mips_98	"ARR1 protein - like"
	at_At5g65310 -	mips_99	"homeobox-leucine zipper protein ATHB-5 (HD-zip protein ATHB-5) (sp:P46667)"
	at_At5g65790 -	mips_99	"transcription factor-like protein"
	at_At5g66700 -	mips_99	"homeodomain transcription factor-like"
	at_At1g01520 -	mips_99	"hypothetical protein"
	at_At1g06180 -	mips_99	"MYB-related protein"
	at_At1g09540 -	mips_99	"putative transcription factor (MYB61)"
	at_At1g09710 -	mips_99	"unknown protein"
	at_At1g09770 -	mips_99	"putative DNA-binding protein, Myb"
	at_At1g14350 -	mips_99	"putative transcription factor MYB124 (MYB124)"
	at_At1g14600 -	mips_99	"hypothetical protein"
	at_At1g16490 -	mips_99	"transcription factor (MYB58) like protein"
	at_At1g17920 -	mips_99	"unknown protein"
	at_At1g17950 -	mips_99	"unknown protein"
	at_At1g18570 -	mips_99	"unknown protein"
	at_At1g19510 -	mips_99	"myb-related like protein"
	at_At1g20700 -	mips_99	"hypothetical protein"
	at_At1g20710 -	mips_99	"hypothetical protein"
	at_At1g21700 -	mips_99	"putative transcriptional regulatory protein"
	at_At1g26780 -	mips_99	"putative transcription factor MYB117 (MYB117)"
	at_At1g26960 -	mips_99	"putative DNA-binding protein"
	at_At1g27050 -	mips_99	"unknown protein"
	at_At1g28420 -	mips_99	"hypothetical protein"
	at_At1g32240 -	no entry	null
	at_At1g34650 -	mips_99	"hypothetical protein"
	at_At1g34670 -	mips_99	"putative transcription factor (MYB93)"
	at_At1g49560 -	mips_99	"unknown protein"
	at_At1g52150 -	mips_99	"putative protein"
	at_At1g58220 -	mips_99	"MYB-family transcription factor-like protein"
	at_At1g61510 -	mips_99	"hypothetical protein"
	at_At1g66380 -	mips_99	"Myb-related transcription factor, putative"
	at_At1g66390 -	mips_99	"Myb-related transcription factor, putative"
	at_At1g68320 -	mips_99	"putative transcription factor (MYB62)"
	at_At1g69780 -	mips_99	"homeobox gene 13 protein"
	at_At1g70000 -	mips_99	"unknown protein"
	at_At1g70920 -	mips_99	"hypothetical protein"
	at_At1g73410 -	mips_99	"putative protein"
	at_At1g74650 -	mips_99	"putative MYB family transcription factor"
	at_At1g75250 -	mips_99	"myb-related protein"
	at_At1g75410 -	mips_99	"homeodomain protein BELL1, putative"
	at_At1g79430 -	mips_99	"unknown protein"
	at_At1g79840 -	mips_99	"homeobox protein (GLABRA2)"
	at_At2g01060 -	no entry	null
	at_At2g01500 -	no entry	null
	at_At2g02820 -	no entry	null
	at_At2g03500 -	no entry	null
	at_At2g16720 -	no entry	null
	at_At2g20570 -	no entry	null
	at_At2g22800 -	no entry	null
	at_At2g23760 -	no entry	null
	at_At2g25230 -	no entry	null
	at_At2g26950 -	no entry	null
	at_At2g26960 -	no entry	null
	at_At2g27070 -	no entry	null
	at_At2g27220 -	no entry	null
	at_At2g28610 -	no entry	null
	at_At2g30420 -	no entry	null
	at_At2g33550 -	no entry	null
	at_At2g33880 -	no entry	null
	at_At2g34710 -	no entry	null
	at_At2g35640 -	no entry	null
	at_At2g35940 -	no entry	null
	at_At2g36610 -	no entry	null
	at_At2g36890 -	no entry	null
	at_At2g36960 -	no entry	null
	at_At2g38090 -	no entry	null
	at_At2g39730 -	no entry	null
	at_At2g39880 -	no entry	null
	at_At2g44730 -	no entry	null
	at_At2g46680 -	no entry	null
	at_At2g46830 -	no entry	null
	at_At2g47620 -	no entry	null
	at_At3g09230 -	mips_99	"unknown protein"
	at_At3g11260 -	mips_99	"unknown protein"
	at_At3g11280 -	mips_99	"unknown protein"
	at_At3g11440 -	mips_99	"transcription factor like protein (MYB65)"
	at_At3g11450 -	mips_99	"putative cell division related protein"
	at_At3g12720 -	mips_99	"myb like transcription factor"
	at_At3g12820 -	mips_99	"putative transcription factor (MYB10)"
	at_At3g13040 -	mips_99	"unknown protein"
	at_At3g16857 -	mips_99	"ARR1 protein, putative, 5' partial"
	at_At3g19070 -	mips_99	"hypothetical protein"
	at_At3g21440 -	mips_99	"hypothetical protein"
	at_At3g23250 -	mips_99	"myb-related transcription factor, putative"
	at_At3g25790 -	mips_99	"unknown protein"
	at_At3g25990 -	mips_99	"putative DNA-binding protein, GT-1"
	at_At3g27920 -	mips_99	"MYB family transcription factor (GL1)"
	at_At3g28470 -	mips_99	"putative transcription factor (MYB35)"
	at_At3g28910 -	mips_99	"MYB family transcription factor (hsr1), putative"
	at_At3g29020 -	mips_99	"putative transcription factor (MYB110)"
	at_At4g12750 -	mips_99	"putative protein"
	at_At4g13640 -	mips_99	"unknown protein"
	at_At4g22450 -	mips_99	"hypothetical protein"
	at_At4g22680 -	mips_99	"myb-like protein"
	at_At4g31270 -	mips_99	"unknown protein"
	at_At4g35550 -	mips_99	"homeodomain - like protein"
	at_At5g02840 -	mips_99	"unknown protein"
	at_At5g04760 -	mips_99	"I-box binding factor-like protein"
	at_At5g06100 -	mips_99	"transcription factor MYB33 - like protein"
	at_At5g06800 -	mips_99	"putative protein"
	at_At5g16560 -	mips_98	"KANADI protein (KAN)"
	at_At5g16600 -	mips_99	"transcription factor (gb:AAD53095.1)"
	at_At5g18240 -	mips_99	"transcription factor like protein"
	at_At5g23000 -	mips_99	"myb like transcription factor (MYB37)"
	at_At5g28890 -	mips_99	"putative protein"
	at_At5g37260 -	mips_99	"putative protein"
	at_At5g44180 -	mips_99	"unknown protein"
	at_At5g44190 -	mips_99	"unknown protein"
	at_At5g45420 -	mips_99	"unknown protein"
	at_At5g46010 -	mips_99	"unknown protein"
	at_At5g47370 -	mips_99	"homeobox-leucine zipper protein-like"
	at_At5g49240 -	mips_99	"putative protein"
	at_At5g49620 -	mips_99	"myb-related transcription factor"
	at_At5g52260 -	mips_99	"unknown protein"
	at_At5g52600 -	mips_99	"MYB82 (gb:AAF14064.1)"
	at_At5g55020 -	mips_99	"putative transcription factor MYB120 (MYB120)"
	at_At5g62110 -	mips_99	"putative protein"
	at_At5g62470 -	mips_99	"MYB96 transcription factor-like protein"
	at_At5g65230 -	mips_99	"transcription factor-like protein"
	at_At5g67300 -	mips_99	"myb-related protein, 33.3K (pir::S71284)"
	at_At5g67580 -	mips_99	"telomere repeat binding factor 2 (TRB2)"
	at_At1g13300 -	mips_99	"unknown protein"
	at_At1g17520 -	mips_99	"myb-related DNA-binding like protein"
	at_At1g22640 -	mips_99	"putative transcription factor (MYB3)"
	at_At1g23380 -	mips_99	"knotted-like homeobox protein, putative"
	at_At1g25340 -	mips_99	"putative transcription factor MYB116 (MYB116)"
	at_At1g31310 -	mips_99	"hypothetical protein"
	at_At1g49190 -	mips_99	"putative two-component response regulator gb:AAD12696.1"
	at_At1g49950 -	mips_99	"telomere repeat binding factor 1 (TRB1)/DNA-binding protein PcMYB1, putative"
	at_At1g56160 -	mips_99	"putative transcription factor (MYB72)"
	at_At1g56650 -	mips_99	"transcription factor, putative"
	at_At1g57560 -	no entry	null
	at_At1g62990 -	mips_99	"homeodomain transcription factor KNAT6 (KNAT6)"
	at_At1g67710 -	mips_99	"response regulator 11 (ARR11)"
	at_At1g68670 -	mips_99	"unknown protein"
	at_At1g69560 -	mips_99	"myb-related transcription factor, putative"
	at_At1g69580 -	mips_99	"transfactor, putative"
	at_At1g71030 -	mips_99	"transcription factor like protein"
	at_At1g72650 -	mips_99	"unknown protein"
	at_At1g73360 -	mips_99	"putative homeobox protein"
	at_At1g74080 -	mips_99	"putative transcription factor"
	at_At1g75430 -	mips_99	"homeodomain protein BELL1, putative"
	at_At2g06660 -	no entry	null
	at_At2g13960 -	no entry	null
	at_At2g18550 -	no entry	null
	at_At2g20400 -	no entry	null
	at_At2g23290 -	no entry	null
	at_At2g32460 -	no entry	null
	at_At2g37630 -	no entry	null
	at_At2g42150 -	no entry	null
	at_At2g46410 -	no entry	null
	at_At2g47190 -	no entry	null
	at_At2g47210 -	no entry	null
	at_At3g07740 -	mips_99	"unknown protein"
	at_At3g10590 -	mips_99	"hypothetical protein"
	at_At3g13890 -	mips_99	"putative transcription factor (MYB26)"
	at_At3g16350 -	mips_99	"putative MYB family transcription factor"
	at_At3g18100 -	mips_99	"putative transcription factor (MYB4R1)"
	at_At3g18380 -	mips_99	"unknown protein"
	at_At3g47680 -	mips_99	"unknown protein"
	at_At3g57980 -	mips_99	"unknown protein"
	at_At4g00730 -	no entry	null
	at_At4g04580 -	mips_99	"putative protein"
	at_At4g16110 -	mips_99	"hypothetical protein"
	at_At4g28610 -	mips_99	"unknown protein"
	at_At4g32040 -	mips_99	"homeodomain containing protein 1"
	at_At4g34430 -	mips_99	"putative protein"
	at_At4g36570 -	mips_99	"hypothetical protein"
	at_At5g01200 -	mips_99	"putative protein"
	at_At5g05090 -	mips_99	"unknown protein"
	at_At5g06110 -	mips_99	"cell division related protein-like"
	at_At5g23650 -	mips_99	"putative protein"
	at_At5g27610 -	mips_99	"putative protein"
	at_At5g35550 -	mips_99	"Myb-related transcription factor LBM2-like protein"
	at_At5g45580 -	mips_99	"putative protein"
	at_At5g52170 -	mips_99	"homeodomain transcription factor-like"
	at_At5g52660 -	mips_99	"unknown protein"
	at_At5g53980 -	mips_99	"unknown protein"
	at_At5g56840 -	mips_99	"putative protein"


------------------
Rule 123
	d.10.1 <= 2.8e-14
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (1366 items):
	at_At3g57600	mips_04	"AP2 transcription factor - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g60490	mips_04	"transcription factor - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g61630	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g17500	mips_04	"ethylene responsive element binding factor 1 (frameshift !)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g25470	mips_04	"DRE/CRT-binding protein DREB1C"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g36900	mips_04	"TINY-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g07310	mips_04	"putative transcription factor"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g10510 -	mips_50	"ovule development protein - like"
			mips_50_02
			mips_50_02_02
	at_At5g17430	mips_04	"ovule development protein aintegumenta-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g18450	mips_04	"AP2-domain DNA-binding protein -like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g18560	mips_04	"AP2 domain -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g19790	mips_04	"AP2 domain containing protein RAP2.11"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g25810	mips_04	"transcription factor TINY"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g61600	mips_04	"DNA binding protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	Training Accuracy: 13/14 (92.86%)
	Training Frequency class 'mips_04_05': 219/1366 (16.03%)

	Evaluation on validation data (628 items):
	at_At4g16750	mips_04	"apetala2 domain TINY like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g17490	mips_04	"ethylene responsive element binding factor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g25490	mips_04	"transcriptional activator CBF1/ CRT/CRE binding factor 1"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g36920	mips_04	"APETALA2 protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g11590	mips_04	"transcription factor like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g13910	mips_04	"AP2/EREBP-like transcription factor LEAFY PETIOLE (gb:AAF32292.1)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g43410	mips_04	"Nicotiana EREBP-3 like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	Validation Accuracy: 7/7 (100.00%)
	Validation Frequency class 'mips_04_05': 120/628 (19.11%)

	Evaluation on propertest data (1012 items):
	at_At4g11140	mips_04	"putative Ap2 domain protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g18450	mips_04	"EREBP - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_98
	at_At4g23750	mips_04	"putative Ap2 domain protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g37750	mips_04	"ovule development protein aintegumenta (ANT)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g07580	mips_04	"transcription factor-like protein (emb:CAB87947.1)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g13330	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g25390	mips_04	"AP2 domain containing protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g61590 -	mips_10	"ethylene responsive element binding factor - like"
			mips_10_01
			mips_10_01_01
	Propertest Accuracy: 7/8 (87.50%)
	Propertest Frequency class 'mips_04_05': 146/1012 (14.43%)

	New (unknown) data (628 items):
	at_At1g04370 -	mips_99	"hypothetical protein"
	at_At1g12980 -	mips_99	"putative protein"
	at_At1g16060 -	mips_99	"putative transcription factor CKC protein"
	at_At1g28360 -	mips_99	"unknown protein"
	at_At1g50680 -	mips_99	"hypothetical protein"
	at_At1g68840 -	mips_99	"putative DNA-binding protein protein RAV2"
	at_At1g71520 -	no entry	null
	at_At1g72360 -	mips_99	"putative AP2 domain transcription factor"
	at_At1g77200 -	mips_99	"hypothetical protein"
	at_At1g77640 -	mips_99	"hypothetical protein"
	at_At1g78080 -	mips_99	"putative AP2 domain containing protein (At1g78080)"
	at_At1g79700 -	mips_99	"hypothetical protein"
	at_At2g23340 -	no entry	null
	at_At2g31230 -	no entry	null
	at_At2g35700 -	no entry	null
	at_At2g36450 -	no entry	null
	at_At2g38340 -	no entry	null
	at_At2g39250 -	no entry	null
	at_At2g40220 -	no entry	null
	at_At2g41710 -	no entry	null
	at_At3g23240 -	mips_99	"ethylene response factor 1"
	at_At3g25890 -	mips_99	"unknown protein"
	at_At3g46580 -	mips_99	"unknown protein"
	at_At3g63030 -	mips_99	"unknown protein"
	at_At4g34410 -	mips_99	"unknown protein"
	at_At5g11190 -	mips_99	"putative protein"
	at_At5g44210 -	mips_99	"DNA binding protein EREBP-3-like protein"
	at_At5g64750 -	mips_99	"unknown protein"
	at_At1g03800 -	mips_99	"unknown protein"
	at_At1g06160 -	mips_99	"ethylene response factor, putative"
	at_At1g13260 -	mips_99	"unknown protein"
	at_At1g15360 -	mips_99	"ethylene responsive element like protein"
	at_At1g19210 -	mips_99	"AP2 domain-containing unknown protein"
	at_At1g21910 -	mips_99	"TINY like protein"
	at_At1g22190 -	mips_99	"unknown protein"
	at_At1g22310 -	mips_99	"unknown protein"
	at_At1g24590 -	mips_99	"hypothetical protein"
	at_At1g25560 -	mips_99	"unknown protein"
	at_At1g28160 -	mips_99	"AP2 domain transcription factor, putative"
	at_At1g33760 -	mips_99	"TINY-like protein"
	at_At1g43160 -	mips_99	"RAP2.6 (At1g43160)"
	at_At1g44830 -	mips_99	"transcription factor, putative"
	at_At1g49120 -	mips_99	"similar to AP2 domain containing protein RAP2.2 gb:AAC49768.1"
	at_At1g51120 -	mips_99	"hypothetical protein"
	at_At1g51190 -	mips_99	"unknown protein"
	at_At1g53170 -	mips_99	"ethylene responsive element binding factor 8 (ERF8)"
	at_At1g63030 -	mips_99	"transcription factor DREB1A, putative"
	at_At1g64380 -	mips_99	"AP2-containing DNA-binding protein"
	at_At1g68550 -	mips_99	"putative AP2 domain transcription factor"
	at_At1g71130 -	mips_99	"unknown protein"
	at_At1g71450 -	no entry	null
	at_At1g72570 -	mips_99	"putative AP2 domain transcription factor"
	at_At1g74930 -	mips_99	"putative AP2 domain transcription factor"
	at_At2g20350 -	no entry	null
	at_At2g20880 -	no entry	null
	at_At2g33710 -	no entry	null
	at_At2g40340 -	no entry	null
	at_At2g40350 -	no entry	null
	at_At2g44840 -	no entry	null
	at_At2g44940 -	no entry	null
	at_At2g47520 -	no entry	null
	at_At3g14230 -	mips_99	"transcription factor EREBP like protein"
	at_At3g15210 -	mips_99	"ethylene responsive element binding factor 4"
	at_At3g15790 -	mips_99	"unknown protein"
	at_At3g16280 -	mips_99	"putative AP2 domain transcription factor"
	at_At3g23220 -	mips_99	"ethylene responsive element binding protein, putative"
	at_At3g23230 -	mips_99	"ethylene responsive element binding protein, putative"
	at_At3g25730 -	mips_99	"AP2 domain transcription factor"
	at_At3g54320 -	mips_98	"aintegumaenta-like protein"
	at_At3g54990 -	mips_99	"APETALA2 - like protein"
	at_At4g13620 -	mips_99	"putative protein"
	at_At4g25480 -	no entry	null
	at_At4g27950 -	mips_99	"putative protein"
	at_At4g32800 -	mips_04	"transcription factor TINY homolog"
	at_At5g05410 -	mips_99	"DREB2A (dbj:BAA33794.1)"
	at_At5g21960 -	mips_99	"putative protein"
	at_At5g25190 -	mips_98	"ethylene-responsive element - like protein"
	at_At5g35330 -	mips_99	"unknown protein"
	at_At5g47230 -	mips_99	"ethylene responsive element binding factor 5 (ATERF5) (sp:O80341)"
	at_At5g51190 -	mips_99	"unknown protein"
	at_At5g52020 -	mips_99	"unknown protein"
	at_At5g53290 -	mips_99	"unknown protein"
	at_At5g57390 -	mips_99	"putative protein"
	at_At5g59380 -	mips_99	"unknown protein"
	at_At5g61890 -	mips_98	"putative protein"
	at_At5g65130 -	mips_99	"putative protein"
	at_At5g65510 -	mips_99	"putative protein"
	at_At5g67000 -	mips_99	"AP2 domain transcription factor-like"
	at_At1g01250 -	mips_99	"transcription factor TINY like protein"
	at_At1g12610 -	mips_99	"hypothetical protein"
	at_At1g12630 -	mips_99	"hypothetical protein"
	at_At1g12890 -	mips_99	"hypothetical protein"
	at_At1g15340 -	mips_99	"unknown protein"
	at_At1g22810 -	mips_99	"TINY-like transcription factor"
	at_At1g28370 -	mips_99	"putative ethylene responsive element binding factor 4 protein"
	at_At1g36060 -	mips_99	"putative AP2 domain containing protein RAP2.4 gi:2281633"
	at_At1g50640 -	mips_99	"ethylene responsive element binding factor 3"
	at_At1g53910 -	mips_99	"unknown protein"
	at_At1g75490 -	mips_99	"transcription factor DREB2A like protein"
	at_At1g80580 -	mips_99	"unknown protein"
	at_At3g11020 -	mips_99	"DREB2B transcription factor"
	at_At3g16770 -	mips_99	"AP2 domain containing protein RAP2.3"
	at_At3g20840 -	mips_99	"putative transcription factor"
	at_At3g50260 -	mips_99	"unknown protein"
	at_At4g28140 -	mips_98	"putative DNA-binding protein"
	at_At4g31060 -	mips_99	"putative protein"
	at_At4g39780 -	mips_99	"putative protein"
	at_At5g47220 -	mips_99	"ethylene responsive element binding factor 2 (ATERF2) (sp:O80338)"
	at_At5g50080 -	mips_99	"putative protein"
	at_At5g51990 -	mips_99	"AP2 domain transcription factor-like protein"
	at_At5g67010 -	mips_99	"AP2 domain transcription factor-like"
	at_At5g67180 -	mips_99	"floral homeotic protein apetala2-like"
	at_At5g67190 -	mips_99	"TINY-like protein"


------------------
Rule 110
	a.118.1 > 1.3e-14
	b > 0.02
	c.37.1 > 0.019
	d.144.1 > 7.3e-09
	e.8 > 2.3e-13
	g <= 0.012
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (1366 items):
	at_At1g23860	mips_04	"9G8-like splicing factor / SRZ-21"
			mips_04_05
			mips_04_05_03
	at_At3g42790	mips_04	"nucleic acid binding protein-like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g43980 -	mips_05	"ribosomal S29 -like protein"
			mips_05_01
	at_At3g44010 -	mips_05	"ribosomal protein S29 - like"
			mips_05_01
	at_At3g45630	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g46070	mips_04	"zinc finger -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g46080	mips_04	"zinc finger -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g46090	mips_04	"zinc finger protein ZAT7"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g49930	mips_04	"zinc-finger-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g50410	mips_04	"DNA binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g50870	mips_04	"transcription factor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g55370	mips_04	"zinc finger protein OBP3"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g55770	mips_04	"transcription factor L2"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g57480	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g60300	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g60530	mips_04	"GATA transcription factor 4"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g00940	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g02190	mips_04	"CHP-rich hypothetical protein similar to T10M13.17.1"
			mips_04_05
			mips_04_05_01
	at_At4g07950	mips_04	"putative DNA-directed RNA polymerase subunit"
			mips_04_05
			mips_04_05_01
	at_At4g17640 -	mips_10	"casein kinase II beta chain CKB2"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g20340	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
	at_At4g21050	mips_04	"prolamin box binding protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g21610	mips_04	"Lsd1 like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g26150	mips_04	"putative transcription factor"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g29940	mips_04	"pathogenesis related homeodomain protein (PRHA)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_11
			mips_11_05
	at_At4g30400	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g31580	mips_04	"splicing factor 9G8-like SR protein / SRZ-22"
			mips_04_05
			mips_04_05_03
	at_At4g35280	mips_04	"putative zinc-finger protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g36620	mips_04	"transcription factor like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
	at_At4g37120	mips_04	"step II splicing factor like protein"
			mips_04_05
			mips_04_05_03
	at_At4g38190 -	mips_01	"unknown protein"
			mips_01_05
			mips_09
			mips_09_01
	at_At4g39350 -	mips_01	"cellulose synthase catalytic subunit (Ath-A)"
			mips_01_05
			mips_01_05_01
			mips_09
			mips_09_01
	at_At5g03150	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g07920 -	mips_01	"diacylglycerol kinase (ATDGK1)"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
	at_At5g09870 -	mips_09	"cellulose synthase catalytic subunit"
			mips_09_01
	at_At5g10970	mips_04	"zinc finger -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g15840	mips_04	"CONSTANS"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g15850	mips_04	"CONSTANS-like 1"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g16910 -	mips_01	"cellulose synthase catalytic subunit -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_09
			mips_09_01
	at_At5g17600	mips_04	"RING-H2 zinc finger protein-like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_98
	at_At5g20510	mips_04	"zinc finger protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g20570	mips_04	"ring-box protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g20920 -	mips_05	"translation initiation factor eIF-2 beta chain - like protein"
			mips_05_07
	at_At5g39550	mips_04	"zinc finger -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g41010	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
	at_At5g43540	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g59930	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_99
	at_At5g60200	mips_04	"zinc finger protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g60470	mips_04	"putative zinc finger protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	Training Accuracy: 40/49 (81.63%)
	Training Frequency class 'mips_04_05': 219/1366 (16.03%)

	Evaluation on validation data (628 items):
	at_At1g72050	mips_04	"transcription factor IIIA (TFIIIA)"
			mips_04_05
	at_At3g21880	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g42170 -	mips_90	"putative transposase"
			mips_90_02
	at_At3g45260	mips_04	"zinc finger like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g45950	mips_04	"putative protein"
			mips_04_05
			mips_04_05_03
	at_At3g53020 -	mips_05	"60S ribosomal protein - like"
			mips_05_01
	at_At3g53820	mips_04	"putative C2H2-type zinc finger protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g54420 -	mips_11	"class IV chitinase (CHIV)"
			mips_11_05
			mips_11_05_03
	at_At3g58070	mips_04	"zinc finger-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g60250	mips_04	"regulatory subunit of protein kinase CK2"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At3g61850	mips_04	"transcription factor BBFa"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g00630 -	mips_07	"putative potassium/H+ antiporter"
			mips_07_04
			mips_07_04_04
	at_At4g01920	mips_04	"putative CHP-rich zinc finger protein"
			mips_04_05
			mips_04_05_01
	at_At4g02670	mips_04	"putative zinc finger protein"
			mips_04_05
	at_At4g10680	mips_04	"putative protein"
			mips_04_05
	at_At4g22140 -	mips_10	"receptor like protein (fragment)"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_01
	at_At4g38960	mips_04	"putative zinc finger protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g01860	mips_04	"putative zinc finger protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g03510	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g04390	mips_04	"zinc finger transcription factor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g10790 -	mips_06	"ubiquitin specific protease -like protein"
			mips_06_07
			mips_06_13
	at_At5g11620 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g20180 -	mips_05	"ribosomal protein L36-like"
			mips_05_01
	at_At5g25830	mips_04	"GATA transcription factor - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g26990 -	mips_11	"drought-induced protein - like"
			mips_11_01
	at_At5g36910 -	mips_11	"thionin Thi2.2"
			mips_11_05
			mips_11_05_03
	at_At5g39660	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
	at_At5g40310	mips_04	"zinc finger -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g41400	mips_04	"RING zinc finger protein-like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g59920	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_99
	at_At5g59940	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_99
	at_At5g60820	mips_04	"ring finger protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g60850	mips_04	"zinc finger protein OBP4 - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g61470	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g64920	mips_04	"COP1-interacting protein CIP8"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	Validation Accuracy: 25/35 (71.43%)
	Validation Frequency class 'mips_04_05': 120/628 (19.11%)

	Evaluation on propertest data (1012 items):
	at_At3g45170	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g45610	mips_04	"dof6 zinc finger protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g47500	mips_04	"H-protein promoter binding factor-2a"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g50700	mips_04	"zinc finger protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g51080	mips_04	"transcription factor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At3g52440	mips_04	"putative DNA-binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g53500	mips_04	"splicing factor - like protein"
			mips_04_05
			mips_04_05_03
	at_At3g53600	mips_04	"zinc finger - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g57670	mips_04	"zinc finger - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g60220	mips_04	"RING-H2 zinc finger protein ATL4"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_11
			mips_11_05
			mips_11_05_03
	at_At3g60580	mips_04	"zinc finger protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g61230	mips_04	"LIM domain protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At4g01910	mips_04	"putative CHP-rich zinc finger protein"
			mips_04_05
			mips_04_05_01
	at_At4g01930	mips_04	"putative CHP-rich zinc finger protein"
			mips_04_05
			mips_04_05_01
	at_At4g02180	mips_04	"putative CHP-rich zinc finger protein similar to T10M13.18"
			mips_04_05
			mips_04_05_01
	at_At4g09110	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g09120	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g09130	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g14320 -	mips_05	"ribosomal protein"
			mips_05_01
	at_At4g17810	mips_04	"SUPERMAN like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g18780 -	mips_01	"cellulose synthase catalytic subunit (IRX1)"
			mips_01_05
			mips_09
			mips_09_01
	at_At4g30340 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At4g32410 -	mips_01	"cellulose synthase catalytic subunit (RSW1)"
			mips_01_05
			mips_01_05_01
			mips_09
			mips_09_01
	at_At4g39070	mips_04	"zinc finger like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_11
			mips_11_01
	at_At5g02750	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g04340	mips_04	"putative c2h2 zinc finger transcription factor"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
	at_At5g14420 -	mips_07	"unknown protein"
			mips_07_99
	at_At5g17420 -	mips_01	"cellulose synthase catalytic subunit (IRX3)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At5g25160	mips_04	"ZFP3 zinc finger protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g39230	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
	at_At5g47080 -	mips_10	"casein kinase II beta chain"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	at_At5g58580	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g59820	mips_04	"zinc finger protein Zat12"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g61620	mips_04	"transcriptional activator - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g63770 -	mips_10	"diacylglycerol kinase"
			mips_10_01
			mips_10_01_01
			mips_10_01_01_11
	Propertest Accuracy: 27/35 (77.14%)
	Propertest Frequency class 'mips_04_05': 146/1012 (14.43%)

	New (unknown) data (628 items):
	at_At1g01210 -	mips_99	"unknown protein"
	at_At1g01350 -	mips_99	"hypothetical protein"
	at_At1g01660 -	mips_99	"hypothetical protein"
	at_At1g01670 -	mips_99	"unknown protein"
	at_At1g01680 -	mips_99	"hypothetical protein"
	at_At1g01780 -	mips_99	"LIM domain protein, putative"
	at_At1g02070 -	mips_99	"unknown protein"
	at_At1g02730 -	mips_99	"cellulose synthase catalytic subunit, putative"
	at_At1g02860 -	mips_99	"unknown protein"
	at_At1g03770 -	mips_99	"hypothetical protein"
	at_At1g04360 -	mips_99	"unknown protein (At1g04360)"
	at_At1g04790 -	mips_99	"unknown protein"
	at_At1g07640 -	mips_99	"zinc finger protein OBP2 like"
	at_At1g08010 -	mips_99	"GATA transcription factor 3, putative"
	at_At1g10170 -	mips_99	"hypothetical protein"
	at_At1g11020 -	mips_99	"unknown protein"
	at_At1g12760 -	mips_99	"unknown protein"
	at_At1g13290 -	mips_99	"hypothetical protein"
	at_At1g13400 -	mips_99	"hypothetical protein"
	at_At1g14510 -	mips_99	"unknown protein"
	at_At1g15250 -	mips_99	"60s ribosomal like protein L37"
	at_At1g16710 -	mips_99	"hypothetical protein"
	at_At1g18910 -	mips_99	"hypothetical protein"
	at_At1g19270 -	mips_99	"unknown protein"
	at_At1g19680 -	mips_99	"hypothetical protein"
	at_At1g20110 -	mips_99	"unknown protein"
	at_At1g22500 -	mips_99	"Similar to zinc finger protein"
	at_At1g22510 -	mips_99	"unknown protein"
	at_At1g24440 -	mips_99	"unknown protein"
	at_At1g26790 -	mips_99	"H-protein promoter binding factor-2b, putative"
	at_At1g26800 -	mips_99	"unknown protein"
	at_At1g28040 -	mips_99	"hypothetical protein"
	at_At1g29160 -	mips_99	"ascorbate oxidase promoter-binding protein, putative"
	at_At1g30970 -	no entry	null
	at_At1g32340 -	mips_99	"RING finger protein, putative"
	at_At1g33420 -	mips_99	"unknown protein"
	at_At1g34370 -	mips_99	"zinc finger protein, putative"
	at_At1g34790 -	mips_99	"Transparent Testa 1 (TT1)"
	at_At1g35610 -	mips_99	"hypothetical protein"
	at_At1g42660 -	mips_99	"hypothetical protein"
	at_At1g49850 -	mips_99	"RING-H2 finger protein RHY1a"
	at_At1g50720 -	mips_99	"hypothetical protein"
	at_At1g53010 -	mips_99	"zinc finger protein, putative"
	at_At1g53190 -	mips_99	"RING finger like protein"
	at_At1g54500 -	mips_99	"unknown protein"
	at_At1g55380 -	mips_99	"hypothetical protein"
	at_At1g55390 -	mips_99	"hypothetical protein"
	at_At1g55430 -	mips_99	"hypothetical protein"
	at_At1g55970 -	mips_99	"CREB-binding protein, putative"
	at_At1g56280 -	mips_99	"hypothetical protein"
	at_At1g56680 -	mips_99	"endochitinase like protein"
	at_At1g57730 -	mips_99	""
	at_At1g57820 -	mips_99	"putative transcription factor protein (At1g57820)"
	at_At1g60650 -	mips_99	"putative RNA-binding protein"
	at_At1g62370 -	mips_99	"hypothetical protein"
	at_At1g63580 -	mips_99	"hypothetical protein"
	at_At1g63840 -	mips_99	"putative RING zinc finger protein"
	at_At1g65040 -	mips_99	""
	at_At1g66100 -	mips_99	"putative protein"
	at_At1g66170 -	mips_99	"hypothetical protein"
	at_At1g66450 -	mips_99	"hypothetical protein"
	at_At1g67030 -	mips_99	"zinc finger protein ZFP6"
	at_At1g67220 -	mips_99	"hypothetical protein"
	at_At1g68070 -	mips_99	"RING zinc finger like protein"
	at_At1g68130 -	mips_99	"putative C2H2-type zinc finger protein"
	at_At1g68190 -	mips_99	"zinc finger like protein"
	at_At1g68480 -	mips_99	"hypothetical protein"
	at_At1g68820 -	mips_99	"unknown protein (At1g68820)"
	at_At1g69330 -	mips_99	"unknown protein"
	at_At1g69420 -	mips_99	"hypothetical protein"
	at_At1g71980 -	mips_99	"unknown protein"
	at_At1g72220 -	mips_99	"RING-H2 zinc finger protein ATL3, putative"
	at_At1g73760 -	mips_99	"putative RING zinc finger protein"
	at_At1g74620 -	mips_99	"putative RING zinc finger protein"
	at_At1g74760 -	mips_99	""
	at_At1g74990 -	mips_99	"RING zinc finger like protein"
	at_At1g75690 -	mips_99	"unknown protein"
	at_At1g75710 -	mips_99	"unknown protein"
	at_At1g75830 -	mips_99	"unknown protein"
	at_At1g80730 -	mips_99	"zinc finger protein ZFP1"
	at_At1g80790 -	mips_99	"hypothetical protein"
	at_At1g80880 -	mips_99	"hypothetical protein"
	at_At2g02130 -	no entry	null
	at_At2g02140 -	no entry	null
	at_At2g02690 -	no entry	null
	at_At2g04700 -	no entry	null
	at_At2g07740 -	no entry	null
	at_At2g10050 -	no entry	null
	at_At2g13900 -	no entry	null
	at_At2g15530 -	no entry	null
	at_At2g15580 -	no entry	null
	at_At2g16090 -	no entry	null
	at_At2g17730 -	no entry	null
	at_At2g18090 -	no entry	null
	at_At2g18650 -	no entry	null
	at_At2g18730 -	no entry	null
	at_At2g19260 -	no entry	null
	at_At2g19660 -	no entry	null
	at_At2g20030 -	no entry	null
	at_At2g20070 -	no entry	null
	at_At2g21420 -	no entry	null
	at_At2g21770 -	no entry	null
	at_At2g21810 -	no entry	null
	at_At2g21840 -	no entry	null
	at_At2g21850 -	no entry	null
	at_At2g22120 -	no entry	null
	at_At2g22680 -	no entry	null
	at_At2g22690 -	no entry	null
	at_At2g23100 -	no entry	null
	at_At2g23780 -	no entry	null
	at_At2g24480 -	no entry	null
	at_At2g24590 -	no entry	null
	at_At2g24790 -	no entry	null
	at_At2g24860 -	no entry	null
	at_At2g25380 -	no entry	null
	at_At2g25540 -	no entry	null
	at_At2g26000 -	no entry	null
	at_At2g26350 -	no entry	null
	at_At2g28810 -	no entry	null
	at_At2g28840 -	no entry	null
	at_At2g28920 -	no entry	null
	at_At2g30290 -	no entry	null
	at_At2g31380 -	no entry	null
	at_At2g31510 -	no entry	null
	at_At2g31620 -	no entry	null
	at_At2g35000 -	no entry	null
	at_At2g35330 -	no entry	null
	at_At2g36620 -	no entry	null
	at_At2g37150 -	no entry	null
	at_At2g37340 -	no entry	null
	at_At2g37520 -	no entry	null
	at_At2g37550 -	no entry	null
	at_At2g37580 -	no entry	null
	at_At2g37810 -	no entry	null
	at_At2g38560 -	no entry	null
	at_At2g39720 -	no entry	null
	at_At2g39810 -	no entry	null
	at_At2g39830 -	no entry	null
	at_At2g41940 -	no entry	null
	at_At2g42410 -	no entry	null
	at_At2g43510 -	no entry	null
	at_At2g43550 -	no entry	null
	at_At2g43570 -	no entry	null
	at_At2g43610 -	no entry	null
	at_At2g43620 -	no entry	null
	at_At2g44330 -	no entry	null
	at_At2g44380 -	no entry	null
	at_At2g44860 -	no entry	null
	at_At2g45100 -	no entry	null
	at_At2g45920 -	no entry	null
	at_At2g47090 -	no entry	null
	at_At2g47560 -	no entry	null
	at_At2g47890 -	no entry	null
	at_At3g06740 -	mips_99	"unknown protein"
	at_At3g07000 -	mips_99	"unknown protein"
	at_At3g08020 -	mips_99	"unknown protein"
	at_At3g09770 -	mips_99	"putative RING zinc finger protein"
	at_At3g10330 -	mips_99	"transcription initiation factor IIB (TFIIB)"
	at_At3g10460 -	mips_99	"hypothetical protein"
	at_At3g10810 -	mips_99	"putative RING zinc finger protein"
	at_At3g10910 -	mips_99	"putative RING zinc finger protein"
	at_At3g10950 -	mips_99	"putative 60S ribosomal protein L37a"
	at_At3g11110 -	mips_99	"hypothetical protein"
	at_At3g11200 -	mips_99	"putative nucleic acid binding protein"
	at_At3g12920 -	mips_99	"unknown protein"
	at_At3g13030 -	mips_99	"unknown protein (At3g13030)"
	at_At3g13430 -	mips_99	"unknown protein"
	at_At3g13590 -	mips_99	"hypothetical protein"
	at_At3g13760 -	mips_99	"hypothetical protein"
	at_At3g13810 -	mips_99	"zinc finger protein, putative"
	at_At3g14270 -	mips_99	"unknown protein"
	at_At3g14320 -	mips_99	"putative zinc finger protein"
	at_At3g14980 -	mips_99	"PHD-finger protein, putative"
	at_At3g15070 -	mips_99	"RING zinc finger like protein"
	at_At3g16080 -	mips_99	"putative ribosomal protein"
	at_At3g16090 -	mips_99	"putative zinc finger protein"
	at_At3g16720 -	mips_99	"putative RING zinc finger protein"
	at_At3g16870 -	mips_99	"hypothetical protein"
	at_At3g18620 -	mips_99	"unknown protein"
	at_At3g19390 -	mips_99	"putative cysteine proteinase RD21A precursor"
	at_At3g19510 -	mips_99	"putative homeobox protein, HAT3.1"
	at_At3g21010 -	mips_99	"unknown protein"
	at_At3g21150 -	mips_99	"unknown protein"
	at_At3g21980 -	mips_99	"hypothetical protein"
	at_At3g22000 -	mips_99	"hypothetical protein"
	at_At3g22010 -	mips_99	"hypothetical protein"
	at_At3g23280 -	mips_99	"unknown protein"
	at_At3g24050 -	mips_99	"GATA transcription factor 1 (AtGATA-1)"
	at_At3g26250 -	mips_99	"hypothetical protein"
	at_At3g26730 -	mips_99	"RING zinc finger like protein"
	at_At3g26935 -	mips_99	"unknown protein, putative, 3' partial"
	at_At3g27330 -	mips_99	"hypothetical protein"
	at_At3g27490 -	mips_99	"hypothetical protein"
	at_At3g27510 -	mips_99	"hypothetical protein"
	at_At3g28620 -	mips_99	"hypothetical protein"
	at_At3g28880 -	mips_99	"hypothetical protein"
	at_At3g30460 -	mips_99	"RING zinc finger protein"
	at_At3g42450 -	no entry	null
	at_At3g42940 -	mips_99	"putative protein"
	at_At3g43180 -	mips_99	"putative protein"
	at_At3g43490 -	mips_99	"hypothetical protein"
	at_At3g43590 -	mips_99	"unknown protein"
	at_At3g43830 -	mips_99	"putative protein"
	at_At3g45470 -	mips_99	"putative protein"
	at_At3g45540 -	mips_99	"putative protein"
	at_At3g47180 -	mips_98	"zinc-finger protein-like protein"
	at_At3g47550 -	mips_99	"putative protein"
	at_At3g48030 -	mips_99	"unknown protein"
	at_At3g48070 -	mips_99	"unknown protein"
	at_At3g48400 -	mips_99	"putative protein"
	at_At3g51120 -	mips_99	"putative protein"
	at_At3g54810 -	mips_99	"unknown protein"
	at_At3g55070 -	mips_99	"unknown protein"
	at_At3g55300 -	mips_99	"putative protein"
	at_At3g56410 -	mips_99	"putative protein"
	at_At3g56930 -	mips_99	"unknown protein"
	at_At3g58030 -	mips_98	"unknown protein"
	at_At3g61390 -	mips_99	"unknown protein"
	at_At3g61460 -	mips_98	"RING finger protein"
	at_At3g61980 -	mips_99	"predicted GPI-anchored protein"
	at_At3g62690 -	mips_98	"RING-H2 zinc finger protein ATL5"
	at_At4g01760 -	mips_98	"putative CHP-rich zinc finger protein"
	at_At4g03000 -	mips_99	"putative protein"
	at_At4g03920 -	mips_99	"putative protein"
	at_At4g05350 -	mips_99	"putative protein"
	at_At4g05360 -	mips_99	"putative protein"
	at_At4g09100 -	mips_99	"putative protein"
	at_At4g09560 -	mips_98	"putative protein"
			mips_99
	at_At4g10370 -	mips_99	"putative protein"
	at_At4g10940 -	mips_99	"putative RING finger protein"
	at_At4g11680 -	mips_99	"unknown protein"
	at_At4g12140 -	mips_99	"putative protein"
	at_At4g13490 -	mips_99	"putative protein"
	at_At4g13670 -	mips_99	"hypothetical protein"
	at_At4g14200 -	mips_99	"hypothetical protein"
	at_At4g14220 -	mips_98	"RING-H2 finger protein RHF1a"
	at_At4g14980 -	mips_99	"unknown protein"
	at_At4g16610 -	mips_98	"unknown protein (At4g16610)"
	at_At4g17410 -	mips_98	"hypothetical protein"
	at_At4g17570 -	mips_99	"unknown protein"
	at_At4g17890 -	no entry	null
	at_At4g17920 -	mips_99	"putative protein"
	at_At4g19670 -	mips_99	"putative protein"
	at_At4g19700 -	mips_99	"unknown protein"
	at_At4g20530 -	mips_99	"putative protein"
	at_At4g20540 -	mips_99	"putative protein"
	at_At4g20670 -	mips_99	"putative protein"
	at_At4g22250 -	mips_99	"unknown protein"
	at_At4g22750 -	no entry	null
	at_At4g24470 -	mips_99	"unknown protein"
	at_At4g24630 -	mips_99	"putative protein"
	at_At4g25610 -	mips_99	"unknown protein"
	at_At4g26400 -	mips_99	"unknown protein"
	at_At4g26580 -	mips_99	"putative protein"
	at_At4g27310 -	mips_99	"putative protein"
	at_At4g27470 -	mips_99	"putative RING zinc finger protein"
	at_At4g28370 -	mips_99	"hypothetical protein"
	at_At4g28890 -	mips_99	"putative protein"
	at_At4g31090 -	mips_99	"putative protein"
	at_At4g31410 -	mips_99	"unknown protein"
	at_At4g32600 -	mips_99	"unknown protein"
	at_At4g32890 -	mips_99	"unknown protein"
	at_At4g33940 -	mips_99	"putative protein"
	at_At4g34040 -	mips_98	"putative protein"
	at_At4g35070 -	mips_99	"putative protein"
	at_At4g35700 -	mips_99	"unknown protein"
	at_At4g37880 -	mips_99	"unknown protein"
	at_At4g39140 -	mips_99	"unknown protein"
	at_At4g39620 -	mips_99	"putative protein"
	at_At5g01070 -	mips_99	"putative protein"
	at_At5g01160 -	mips_99	"unknown protein"
	at_At5g01480 -	mips_99	"putative protein"
	at_At5g01880 -	mips_99	"unknown protein"
	at_At5g02340 -	mips_99	"putative protein"
	at_At5g02460 -	mips_98	"putative zinc finger protein"
	at_At5g04280 -	mips_99	"RNA-binding protein-like"
	at_At5g04460 -	mips_98	"putative protein"
	at_At5g05170 -	mips_99	"cellulose synthase catalytic subunit (Ath-B)"
	at_At5g05660 -	mips_99	"putative protein"
	at_At5g06130 -	mips_99	"unknown protein"
	at_At5g06650 -	mips_99	"zinc finger-like protein"
	at_At5g07270 -	mips_99	"putative protein"
	at_At5g09630 -	mips_99	"unknown protein"
	at_At5g10650 -	mips_99	"Pspzf zinc finger protein - like"
	at_At5g15480 -	mips_99	"putative protein"
	at_At5g16430 -	mips_99	"putative protein"
	at_At5g17840 -	mips_99	"unknown protein"
	at_At5g18260 -	mips_99	"unknown protein (At5g18260)"
	at_At5g18760 -	mips_99	"unknown protein"
	at_At5g20220 -	mips_99	"zinc finger protein"
	at_At5g21140 -	mips_99	"putative protein"
	at_At5g22000 -	mips_98	"RING-H2 finger protein RHF2a"
	at_At5g22920 -	mips_99	"PGPD14 protein"
	at_At5g25490 -	mips_99	"unknown protein"
	at_At5g25560 -	mips_99	"putative protein"
	at_At5g27880 -	mips_99	"putative protein"
	at_At5g28380 -	mips_99	"putative protein"
	at_At5g36670 -	mips_99	"putative protein"
	at_At5g36740 -	mips_99	"putative protein"
	at_At5g37220 -	mips_99	"putative protein"
	at_At5g37250 -	mips_99	"putative protein"
	at_At5g40320 -	mips_99	"putative protein"
	at_At5g41060 -	mips_99	"unknown protein"
	at_At5g41430 -	mips_99	"unknown protein"
	at_At5g41440 -	mips_99	"putative protein"
	at_At5g41450 -	mips_99	"putative protein"
	at_At5g42200 -	mips_99	"unknown protein"
	at_At5g42280 -	mips_99	"putative protein"
	at_At5g42640 -	mips_99	"C2H2-type zinc finger protein-like"
	at_At5g43200 -	mips_99	"putative protein"
	at_At5g43260 -	mips_99	"unknown protein"
	at_At5g43630 -	mips_99	"unknown protein"
	at_At5g44030 -	mips_99	"cellulose synthase catalytic subunit-like protein"
	at_At5g44690 -	mips_99	"putative protein"
	at_At5g45100 -	mips_99	"unknown protein"
	at_At5g46040 -	mips_99	"peptide transporter"
	at_At5g47390 -	mips_99	"Myb-related transcription activator-like"
	at_At5g47610 -	mips_99	"unknown protein"
	at_At5g49300 -	mips_99	"putative protein"
	at_At5g51300 -	mips_99	"unknown protein"
	at_At5g52140 -	mips_99	"unknown protein"
	at_At5g54030 -	mips_99	"putative protein"
	at_At5g54310 -	mips_99	"unknown protein"
	at_At5g54360 -	mips_99	"unknown protein"
	at_At5g54990 -	mips_99	"putative protein"
	at_At5g55780 -	mips_99	"putative protein"
	at_At5g55970 -	mips_99	"unknown protein"
	at_At5g58410 -	mips_99	"unknown protein"
	at_At5g58530 -	mips_99	"unknown protein"
	at_At5g60410 -	mips_99	"putative protein"
	at_At5g60580 -	mips_99	"unknown protein"
	at_At5g62030 -	mips_99	"unknown protein (At5g62030)"
	at_At5g62910 -	mips_99	"unknown protein"
	at_At5g63160 -	mips_99	"unknown protein"
	at_At5g63660 -	mips_99	"putative protein"
	at_At5g63920 -	mips_99	"DNA topoisomerase III"
	at_At5g65450 -	mips_99	"putative protein"
	at_At5g65590 -	mips_99	"DOF zinc finger protein-like"
	at_At5g66350 -	mips_99	"zinc finger protein SHI-like"
	at_At1g01150 -	mips_99	"hypothetical protein"
	at_At1g02030 -	mips_99	"unknown protein"
	at_At1g05690 -	mips_99	"hypothetical protein"
	at_At1g05890 -	mips_99	"unknown protein"
	at_At1g06040 -	mips_99	"salt-tolerance protein"
	at_At1g07360 -	mips_99	"unknown protein"
	at_At1g08000 -	mips_99	"GATA transcription factor 3, putative"
	at_At1g08050 -	mips_99	"unknown protein"
	at_At1g08680 -	mips_99	"unknown protein"
	at_At1g09520 -	mips_99	"unknown protein"
	at_At1g09850 -	mips_99	"papain-like cysteine peptidase XBCP3"
	at_At1g10650 -	mips_99	"similar to putative inhibitor of apoptosis gi:3924605; similar to ESTs gb:AI994578.1, gb:T04171, gb:AA728525"
	at_At1g11800 -	mips_99	"unknown protein"
	at_At1g14200 -	mips_99	"unknown protein"
	at_At1g15910 -	mips_99	""
	at_At1g18470 -	mips_99	"unknown protein"
	at_At1g18660 -	mips_99	"unknown protein"
	at_At1g18760 -	mips_99	"hypothetical protein"
	at_At1g18770 -	mips_99	"hypothetical protein"
	at_At1g19310 -	mips_99	"unknown protein"
	at_At1g20990 -	mips_99	"hypothetical protein"
	at_At1g22630 -	mips_99	"putative protein"
	at_At1g23760 -	mips_99	"putative polygalacuronase isoenzyme 1 beta subunit"
	at_At1g23980 -	mips_99	"unknown protein"
	at_At1g25250 -	mips_99	"Indeterminate 1 like Zn finger containing protein"
	at_At1g26610 -	mips_99	"zinc-finger protein (ZPT4-4), putative"
	at_At1g28050 -	mips_99	"unknown protein"
	at_At1g29650 -	mips_99	"reverse transcriptase, putative"
	at_At1g29800 -	mips_99	"unknown protein"
	at_At1g30860 -	mips_99	"hypothetical protein"
	at_At1g32530 -	mips_99	"unknown protein"
	at_At1g32740 -	no entry	null
	at_At1g32760 -	mips_99	"unknown protein"
	at_At1g32800 -	mips_99	"hypothetical protein"
	at_At1g33480 -	mips_99	"unknown protein"
	at_At1g34480 -	mips_99	"hypothetical protein"
	at_At1g35630 -	mips_99	"integral membrane protein, putative"
	at_At1g36730 -	mips_99	"unknown protein"
	at_At1g42380 -	mips_99	"hypothetical protein"
	at_At1g42630 -	mips_99	"unknown protein"
	at_At1g44050 -	mips_99	"unknown protein"
	at_At1g45180 -	mips_99	"hypothetical protein; similar to ESTs gb:AI994577.1"
	at_At1g47540 -	mips_99	"unknown protein"
	at_At1g48520 -	mips_99	"unknown protein"
	at_At1g49200 -	mips_99	"unknown protein"
	at_At1g49210 -	mips_99	"hypothetical protein"
	at_At1g49220 -	mips_99	"hypothetical protein"
	at_At1g49900 -	no entry	null
	at_At1g50440 -	mips_99	"unknown protein"
	at_At1g50620 -	mips_99	"hypothetical protein"
	at_At1g51220 -	mips_99	"hypothetical protein"
	at_At1g51600 -	mips_99	"putative zinc finger protein (At1g51600)"
	at_At1g51700 -	mips_99	"unknown protein"
	at_At1g51930 -	mips_99	"hypothetical protein"
	at_At1g52300 -	mips_99	"60S ribosomal protein L37, putative"
	at_At1g53130 -	mips_99	"unknown protein"
	at_At1g53340 -	mips_99	"hypothetical protein"
	at_At1g53690 -	mips_99	"RNA polymerase II, putative"
	at_At1g53820 -	mips_99	"hypothetical protein"
	at_At1g54490 -	mips_99	"unknown protein"
	at_At1g55010 -	mips_99	"hypothetical protein"
	at_At1g55040 -	mips_99	"putative protein"
	at_At1g55110 -	mips_99	"putative zinc finger protein"
	at_At1g55420 -	mips_99	""
	at_At1g55440 -	mips_99	"hypothetical protein"
	at_At1g55530 -	mips_99	"unknown protein"
	at_At1g56030 -	mips_99	"hypothetical protein"
	at_At1g57800 -	mips_99	"hypothetical protein"
	at_At1g59560 -	mips_99	"ZFC61"
	at_At1g60360 -	mips_99	""
	at_At1g60610 -	mips_99	"unknown protein"
	at_At1g61070 -	mips_99	"unknown protein"
	at_At1g61840 -	mips_99	"hypothetical protein"
	at_At1g63170 -	mips_99	"unknown protein"
	at_At1g63900 -	mips_99	"putative RING zinc finger protein"
	at_At1g64620 -	mips_99	"zinc finger protein, putative"
	at_At1g65660 -	mips_99	"step II splicing factor, putative"
	at_At1g66040 -	mips_99	"hypothetical protein"
	at_At1g66050 -	mips_99	"hypothetical protein"
	at_At1g66140 -	mips_99	"zinc finger protein ZFP4"
	at_At1g66440 -	mips_99	"hypothetical protein"
	at_At1g67180 -	mips_99	"hypothetical protein"
	at_At1g67270 -	mips_99	"unknown protein"
	at_At1g67780 -	mips_99	"putative protein"
	at_At1g67800 -	mips_99	"unknown protein"
	at_At1g68140 -	mips_99	"unknown protein"
	at_At1g68180 -	mips_99	"unknown protein"
	at_At1g68360 -	mips_99	"putative zinc finger protein"
	at_At1g69150 -	mips_99	"hypothetical protein"
	at_At1g70000 -	mips_99	"unknown protein"
	at_At1g72260 -	mips_99	"putative thionin (At1g72260)"
	at_At1g73870 -	mips_99	"unknown protein"
	at_At1g73950 -	mips_99	"unknown protein (At1g73950)"
	at_At1g74410 -	mips_99	"RING zinc finger like protein"
	at_At1g74870 -	mips_99	"hypothetical protein"
	at_At1g75400 -	mips_99	"unknown protein"
	at_At1g75540 -	mips_99	"zinc finger protein, putative"
	at_At1g75560 -	mips_99	"DNA-binding protein"
	at_At1g77250 -	mips_99	"hypothetical protein"
	at_At1g77830 -	mips_99	"similar to RING-H2 finger protein RHA1b gb:3822225"
	at_At1g77840 -	mips_99	"putative eukaryotic translation initiation factor 5 (EIF-5) sp:P48724; similar to ESTs emb:F19992, gb:N96933, emb:Z33699, emb:F19991"
	at_At1g78420 -	mips_99	"unknown protein (At1g78420)"
	at_At1g79000 -	mips_99	"hypothetical protein"
	at_At1g79110 -	mips_99	"unknown protein"
	at_At1g79380 -	mips_99	"unknown protein"
	at_At1g80230 -	mips_99	"unknown protein"
	at_At1g80400 -	mips_99	"putative RING zinc finger protein"
	at_At2g01150 -	no entry	null
	at_At2g01620 -	no entry	null
	at_At2g01810 -	no entry	null
	at_At2g01940 -	no entry	null
	at_At2g02100 -	no entry	null
	at_At2g02120 -	no entry	null
	at_At2g02470 -	no entry	null
	at_At2g02620 -	no entry	null
	at_At2g02640 -	no entry	null
	at_At2g02680 -	no entry	null
	at_At2g03000 -	no entry	null
	at_At2g03820 -	no entry	null
	at_At2g04240 -	no entry	null
	at_At2g04500 -	no entry	null
	at_At2g04680 -	no entry	null
	at_At2g04930 -	no entry	null
	at_At2g05930 -	no entry	null
	at_At2g07080 -	no entry	null
	at_At2g07670 -	no entry	null
	at_At2g13890 -	no entry	null
	at_At2g13910 -	no entry	null
	at_At2g13920 -	no entry	null
	at_At2g13950 -	no entry	null
	at_At2g15010 -	no entry	null
	at_At2g15180 -	no entry	null
	at_At2g15740 -	no entry	null
	at_At2g16050 -	no entry	null
	at_At2g17180 -	no entry	null
	at_At2g17740 -	no entry	null
	at_At2g18380 -	no entry	null
	at_At2g19610 -	no entry	null
	at_At2g19650 -	no entry	null
	at_At2g20650 -	no entry	null
	at_At2g21500 -	no entry	null
	at_At2g21830 -	no entry	null
	at_At2g22010 -	no entry	null
	at_At2g24500 -	no entry	null
	at_At2g25360 -	no entry	null
	at_At2g25410 -	no entry	null
	at_At2g26130 -	no entry	null
	at_At2g26940 -	no entry	null
	at_At2g27660 -	no entry	null
	at_At2g27940 -	no entry	null
	at_At2g28200 -	no entry	null
	at_At2g28340 -	no entry	null
	at_At2g28460 -	no entry	null
	at_At2g28530 -	no entry	null
	at_At2g28710 -	no entry	null
	at_At2g28910 -	no entry	null
	at_At2g29580 -	no entry	null
	at_At2g29660 -	no entry	null
	at_At2g29840 -	no entry	null
	at_At2g30470 -	no entry	null
	at_At2g30580 -	no entry	null
	at_At2g31760 -	no entry	null
	at_At2g31770 -	no entry	null
	at_At2g31780 -	no entry	null
	at_At2g34000 -	no entry	null
	at_At2g34200 -	no entry	null
	at_At2g34920 -	no entry	null
	at_At2g34990 -	no entry	null
	at_At2g35670 -	no entry	null
	at_At2g35910 -	no entry	null
	at_At2g36720 -	no entry	null
	at_At2g37590 -	no entry	null
	at_At2g37780 -	no entry	null
	at_At2g37800 -	no entry	null
	at_At2g37820 -	no entry	null
	at_At2g38000 -	no entry	null
	at_At2g38190 -	no entry	null
	at_At2g38970 -	no entry	null
	at_At2g39100 -	no entry	null
	at_At2g40990 -	no entry	null
	at_At2g42030 -	no entry	null
	at_At2g42060 -	no entry	null
	at_At2g42390 -	no entry	null
	at_At2g43520 -	no entry	null
	at_At2g43530 -	no entry	null
	at_At2g43590 -	no entry	null
	at_At2g43600 -	no entry	null
	at_At2g44370 -	no entry	null
	at_At2g44400 -	no entry	null
	at_At2g44680 -	no entry	null
	at_At2g45120 -	no entry	null
	at_At2g45240 -	no entry	null
	at_At2g45800 -	no entry	null
	at_At2g46380 -	no entry	null
	at_At2g46590 -	no entry	null
	at_At2g48100 -	no entry	null
	at_At3g07200 -	mips_99	"putative RING zinc finger protein"
	at_At3g07370 -	mips_99	"unknown protein"
	at_At3g07920 -	mips_99	"putative eukaryotic translation initiation factor 2 beta subunit (EIF-2-BETA)"
	at_At3g09290 -	mips_99	"putative C2H2-type zinc finger protein"
	at_At3g10400 -	mips_99	"hypothetical protein"
	at_At3g10470 -	mips_99	"unknown protein"
	at_At3g11370 -	mips_99	"hypothetical protein"
	at_At3g14740 -	mips_99	"unknown protein"
	at_At3g15150 -	mips_99	"unknown protein"
	at_At3g15640 -	mips_99	"putative cytochrome c oxidase subunit Vb"
	at_At3g16710 -	mips_99	"hypothetical protein"
	at_At3g16980 -	mips_99	"RNA Polymerase II subunit 14.5 kD, putative"
	at_At3g17460 -	mips_99	"hypothetical protein"
	at_At3g17660 -	mips_99	"unknown protein"
	at_At3g17670 -	mips_99	"hypothetical protein"
	at_At3g18290 -	mips_99	"zinc finger protein, putative"
	at_At3g18550 -	mips_99	"hypothetical protein"
	at_At3g18930 -	mips_99	"unknown protein"
	at_At3g19140 -	mips_99	"zinc finger protein, putative"
	at_At3g19430 -	mips_99	"putative late embryogenesis abundant protein"
	at_At3g19950 -	mips_99	"unknown protein"
	at_At3g21940 -	mips_99	"hypothetical protein"
	at_At3g21960 -	mips_99	"hypothetical protein"
	at_At3g21990 -	mips_99	"hypothetical protein"
	at_At3g22020 -	mips_99	"hypothetical protein"
	at_At3g22040 -	mips_99	"hypothetical protein"
	at_At3g22050 -	mips_99	"hypothetical protein"
	at_At3g22060 -	mips_99	"unknown protein"
	at_At3g22180 -	mips_99	"hypothetical protein"
	at_At3g23130 -	mips_99	"superman zinc finger protein (SUP, AtZFP9)"
	at_At3g23140 -	mips_99	"hypothetical protein"
	at_At3g23390 -	mips_99	"putative ribosomal protein"
	at_At3g24010 -	mips_99	"putative PHD-finger protein"
	at_At3g24070 -	mips_99	"putative retroelement"
	at_At3g25850 -	mips_99	"unknown protein"
	at_At3g25940 -	mips_99	"unknown protein"
	at_At3g26420 -	mips_99	"RNA-binding protein, putative"
	at_At3g26550 -	mips_99	"unknown protein"
	at_At3g27473 -	no entry	null
	at_At3g27500 -	mips_99	"hypothetical protein"
	at_At3g27710 -	mips_99	"unknown protein (At3g27710)"
	at_At3g28650 -	mips_99	"hypothetical protein"
	at_At3g29340 -	mips_99	"hypothetical protein"
	at_At3g29500 -	mips_99	"hypothetical protein"
	at_At3g43230 -	mips_99	"unknown protein"
	at_At3g43240 -	mips_99	"putative protein"
	at_At3g43430 -	mips_99	"putative protein"
	at_At3g43470 -	mips_99	"putative protein"
	at_At3g44020 -	mips_99	"unknown protein"
	at_At3g45560 -	mips_99	"putative protein"
	at_At3g45580 -	mips_99	"putative protein"
	at_At3g46800 -	mips_99	"putative protein"
	at_At3g46810 -	mips_99	"putative protein"
	at_At3g47160 -	mips_98	"RNA-binding protein-like protein"
	at_At3g47990 -	mips_99	"unknown protein"
	at_At3g50010 -	mips_99	"unknown protein"
	at_At3g51640 -	mips_99	"putative protein"
	at_At3g51650 -	mips_99	"putative protein"
	at_At3g53410 -	mips_99	"unknown protein"
	at_At3g53680 -	mips_99	"putative protein"
	at_At3g53710 -	mips_99	"ARF GAP-like zinc finger-containing protein ZIGA2"
	at_At3g54360 -	mips_99	"RING finger - like protein"
	at_At3g56920 -	mips_99	"putative protein"
	at_At3g57370 -	mips_99	"putative protein"
	at_At3g58720 -	mips_99	"putative protein"
	at_At3g59130 -	mips_99	"putative protein"
	at_At3g60080 -	mips_99	"unknown protein"
	at_At3g61180 -	mips_99	"unknown protein"
	at_At3g62240 -	mips_99	"putative zinc-finger protein"
	at_At3g62330 -	mips_99	"unknown protein"
	at_At3g62520 -	mips_98	"putative protein"
	at_At3g62970 -	mips_99	"putative protein"
	at_At3g63360 -	mips_99	"putative protein"
	at_At4g00070 -	mips_98	"putative RING-finger protein"
	at_At4g01270 -	mips_98	"putative RING zinc finger protein"
	at_At4g01350 -	mips_99	"putative CHP-rich zinc finger protein"
	at_At4g01740 -	mips_98	"putative CHP-rich zinc finger protein"
	at_At4g03510 -	mips_98	"RMA1 RING zinc finger protein"
	at_At4g04240 -	mips_99	"putative protein"
	at_At4g04260 -	mips_98	"putative ES43-like protein"
	at_At4g04420 -	mips_90	"putative transposon protein"
	at_At4g04560 -	mips_90	"putative transposon protein"
	at_At4g08590 -	mips_98	"putative zinc finger protein"
	at_At4g10150 -	mips_99	"unknown protein (At4g10150)"
	at_At4g10160 -	mips_99	"unknown protein (At4g10160)"
	at_At4g11360 -	mips_98	"RING-H2 finger protein RHA1b"
	at_At4g11370 -	mips_98	"RING-H2 finger protein RHA1a -like protein"
	at_At4g11390 -	mips_99	"putative protein (fragment)"
	at_At4g11540 -	mips_99	"putative protein"
	at_At4g11550 -	mips_99	"putative protein"
	at_At4g11960 -	mips_99	"unknown protein"
	at_At4g12200 -	mips_99	"putative protein"
	at_At4g12240 -	mips_99	"hypothetical proteins"
	at_At4g13100 -	mips_99	"putative protein"
	at_At4g13130 -	mips_99	"putative protein"
	at_At4g14920 -	mips_99	"hypothetical protein"
	at_At4g15250 -	mips_99	"CONSTANS like protein"
	at_At4g17680 -	mips_98	"unknown protein"
	at_At4g17910 -	mips_99	"putative protein"
	at_At4g18110 -	mips_99	"hypothetical protein"
	at_At4g20560 -	mips_99	"putative protein"
	at_At4g20590 -	mips_99	"putative protein"
	at_At4g20600 -	mips_99	"putative protein"
	at_At4g20610 -	mips_99	"putative protein"
	at_At4g20620 -	mips_99	"putative protein"
	at_At4g20630 -	mips_99	"putative protein"
	at_At4g20680 -	mips_99	"putative protein"
	at_At4g21070 -	mips_99	"putative protein (fragment)"
	at_At4g21080 -	mips_99	"putative protein"
	at_At4g22230 -	mips_99	"unknown protein"
	at_At4g22890 -	mips_99	"unknown protein"
	at_At4g23450 -	mips_99	"unknown protein"
	at_At4g24060 -	mips_98	"unknown protein"
	at_At4g24560 -	mips_99	"putative protein"
	at_At4g27390 -	mips_99	"unknown protein"
	at_At4g28270 -	mips_99	"unknown protein"
	at_At4g31420 -	mips_99	"putative zinc finger protein"
	at_At4g32630 -	mips_99	"hypothetical protein"
	at_At4g33240 -	mips_99	"putative protein"
	at_At4g34100 -	mips_98	"unknown protein"
	at_At4g34370 -	mips_99	"unknown protein"
	at_At4g35840 -	mips_99	"unknown protein"
	at_At4g36240 -	mips_98	"unknown protein"
	at_At4g36860 -	mips_99	"Unknown protein"
	at_At4g37610 -	mips_99	"unknown protein"
	at_At4g38000 -	mips_99	"Dof zinc finger protein - like"
	at_At4g38140 -	mips_98	"putative protein"
	at_At4g39100 -	mips_99	"ES43 like protein"
	at_At5g01450 -	mips_99	"putative protein"
	at_At5g01960 -	mips_99	"unknown protein"
	at_At5g01980 -	mips_98	"unknown protein"
	at_At5g02330 -	mips_99	"putative protein"
	at_At5g02350 -	mips_99	"putative protein"
	at_At5g03180 -	mips_99	"unknown protein"
	at_At5g03200 -	mips_99	"unknown protein"
	at_At5g03780 -	mips_99	"myb -like protein"
	at_At5g04270 -	mips_99	"rec - like protein"
	at_At5g05120 -	mips_99	"putative protein"
	at_At5g05280 -	mips_99	"RING zinc finger protein-like"
	at_At5g05530 -	mips_99	"unknown protein"
	at_At5g05810 -	mips_99	"putative protein"
	at_At5g06070 -	mips_99	"unknown protein"
	at_At5g06420 -	mips_99	"unknown protein"
	at_At5g06470 -	mips_99	"putative protein"
	at_At5g06490 -	mips_99	"C3HC4-type RING zinc finger protein-like"
	at_At5g07040 -	mips_99	"C3HC4-type RING zinc finger protein-like"
	at_At5g07060 -	mips_99	"RNA-binding protein-like"
	at_At5g07640 -	mips_99	"putative protein"
	at_At5g08750 -	mips_99	"unknown protein"
	at_At5g10380 -	mips_99	"putative protein"
	at_At5g13920 -	mips_99	"putative protein"
	at_At5g14010 -	mips_99	"putative protein"
	at_At5g15790 -	mips_99	"unknown protein"
	at_At5g16680 -	mips_99	"putative protein"
	at_At5g17960 -	mips_99	"CHP-rich zinc finger protein-like"
	at_At5g18650 -	mips_99	"unknown protein"
	at_At5g22480 -	mips_99	"zinc finger protein-like"
	at_At5g22890 -	mips_99	"unknown protein"
	at_At5g24930 -	mips_98	"unknown protein"
	at_At5g26190 -	mips_99	"putative protein"
	at_At5g36240 -	no entry	null
	at_At5g37200 -	mips_99	"putative protein"
	at_At5g37270 -	mips_99	"putative protein"
	at_At5g37620 -	mips_99	"putative protein"
	at_At5g38070 -	mips_99	"putative protein"
	at_At5g38690 -	mips_99	"unknown protein"
	at_At5g40250 -	mips_98	"RING finger -like protein"
	at_At5g40590 -	mips_99	"putative protein"
	at_At5g42540 -	mips_99	"5'-3' exoribonuclease 2"
	at_At5g42840 -	mips_99	"CHP-rich zinc finger protein-like"
	at_At5g43040 -	mips_99	"CHP-rich zinc finger protein-like"
	at_At5g43060 -	mips_99	"cysteine protease component of protease-inhibitor complex"
	at_At5g43420 -	mips_99	"unknown protein"
	at_At5g44280 -	mips_99	"putative protein"
	at_At5g44420 -	mips_99	"antifungal protein-like"
	at_At5g44430 -	mips_99	"antifungal protein-like"
	at_At5g44770 -	mips_99	"CHP-rich zinc finger protein-like"
	at_At5g45290 -	mips_99	"unknown protein"
	at_At5g45730 -	mips_99	"CHP-rich zinc finger protein-like"
	at_At5g46050 -	mips_99	"peptide transporter"
	at_At5g46560 -	mips_99	"unknown protein"
	at_At5g46650 -	mips_99	"putative protein"
	at_At5g46660 -	mips_99	"putative protein"
	at_At5g46670 -	mips_99	"putative protein"
	at_At5g46750 -	mips_99	"zinc finger protein Glo3-like"
	at_At5g47050 -	mips_99	"unknown protein"
	at_At5g47140 -	mips_99	"putative protein"
	at_At5g47430 -	mips_99	"DNA-binding protein-like"
	at_At5g47900 -	mips_99	"unknown protein"
	at_At5g48250 -	mips_99	"unknown protein (At5g48250)"
	at_At5g48890 -	mips_99	"putative protein"
	at_At5g49230 -	mips_99	"drought-induced protein Di19-like protein"
	at_At5g52150 -	mips_99	"unknown protein"
	at_At5g52350 -	mips_99	"putative protein"
	at_At5g53600 -	mips_99	"unknown protein"
	at_At5g54040 -	mips_99	"CHP-rich zinc finger protein-like"
	at_At5g54050 -	mips_99	"CHP-rich zinc finger protein-like"
	at_At5g54340 -	mips_99	"unknown protein"
	at_At5g55390 -	mips_99	"putative protein"
	at_At5g56340 -	mips_99	"unknown protein (At5g56340)"
	at_At5g56620 -	mips_99	"putative protein"
	at_At5g56860 -	mips_99	"unknown protein"
	at_At5g57520 -	mips_99	"zinc finger protein ZFP2"
	at_At5g57660 -	mips_99	"CONSTANS-like B-box zinc finger protein-like"
	at_At5g57740 -	mips_99	"putative protein"
	at_At5g57750 -	mips_99	"putative protein"
	at_At5g57820 -	mips_99	"putative protein"
	at_At5g59000 -	mips_99	"unknown protein"
	at_At5g59550 -	mips_98	"unknown protein"
	at_At5g60250 -	mips_99	"unknown protein"
	at_At5g60710 -	mips_99	"unknown protein"
	at_At5g61670 -	mips_99	"unknown protein"
	at_At5g62460 -	mips_99	"unknown protein"
	at_At5g62940 -	mips_98	"Dof zinc finger protein - like"
	at_At5g63230 -	mips_99	"unknown protein"
	at_At5g63280 -	mips_99	"unknown protein"
	at_At5g63290 -	mips_99	"oxygen-independent coproporphyrinogen-like protein"
	at_At5g63730 -	mips_99	"ARI-like RING zinc finger protein-like"
	at_At5g63750 -	mips_99	"ARI-like RING zinc finger protein-like"
	at_At5g63780 -	mips_99	"unknown protein"
	at_At5g63830 -	mips_99	"unknown protein"
	at_At5g63900 -	mips_99	"putative protein"
	at_At5g64740 -	mips_99	"cellulose synthase"
	at_At5g66070 -	mips_99	"putative protein"
	at_At5g66320 -	mips_99	"GATA-binding transcription factor-like protein"
	at_At5g66630 -	mips_99	"unknown protein"
	at_At5g66640 -	mips_99	"putative protein"
	at_At5g66730 -	mips_99	"zinc finger protein"
	at_At1g02040 -	mips_99	"hypothetical protein"
	at_At1g02610 -	mips_99	"hypothetical protein"
	at_At1g03840 -	mips_99	"putative DNA-binding protein"
	at_At1g05380 -	mips_99	"unknown protein"
	at_At1g05880 -	mips_99	"hypothetical protein"
	at_At1g08290 -	mips_99	"unknown protein"
	at_At1g10150 -	mips_99	"unknown protein"
	at_At1g10480 -	mips_99	"zinc finger protein 5, ZFP5"
	at_At1g14260 -	mips_99	"hypothetical protein, 5' partial"
	at_At1g14580 -	mips_99	"putative zinc finger protein"
	at_At1g15100 -	mips_99	"RING-H2 zinc finger like protein"
	at_At1g17970 -	mips_99	"unknown protein"
	at_At1g18780 -	mips_99	"hypothetical protein"
	at_At1g19610 -	mips_99	"putative defensin AMP1 protein (At1g19610)"
	at_At1g21340 -	mips_99	"DNA-binding protein, putative"
	at_At1g21960 -	mips_99	"hypothetical protein"
	at_At1g22670 -	mips_99	"putative RING zinc finger protein"
	at_At1g26590 -	mips_99	"C2H2 zinc finger protein, putative"
	at_At1g27730 -	mips_99	"putative salt-tolerance zinc finger protein"
	at_At1g28310 -	mips_99	"zinc finger protein OBP3, putative"
	at_At1g29180 -	mips_99	"hypothetical protein"
	at_At1g35330 -	mips_99	"hypothetical protein"
	at_At1g36950 -	mips_99	"zinc finger protein, putative"
	at_At1g43770 -	mips_99	"hypothetical protein"
	at_At1g44020 -	mips_99	"hypothetical protein"
	at_At1g49130 -	mips_99	"B-box zinc finger like protein"
	at_At1g49230 -	mips_99	"putative RING zinc finger protein gb:AAF16660.1; similar to gb:N37302.1, gb:T75752.1"
	at_At1g50190 -	mips_99	"hypothetical protein"
	at_At1g54150 -	mips_99	"unknown protein"
	at_At1g54930 -	mips_99	"hypothetical protein"
	at_At1g55700 -	mips_99	"hypothetical protein"
	at_At1g61620 -	mips_99	"unknown protein"
	at_At1g61690 -	mips_99	"hypothetical protein"
	at_At1g61830 -	mips_99	"hypothetical protein"
	at_At1g65180 -	mips_99	"unknown protein (At1g65180)"
	at_At1g65430 -	mips_99	"unknown protein"
	at_At1g68030 -	mips_99	"hypothetical protein"
	at_At1g69570 -	mips_99	"H-protein promoter binding factor-2b, putative"
	at_At1g70910 -	mips_99	"hypothetical protein"
	at_At1g72060 -	mips_99	"hypothetical protein"
	at_At1g72200 -	mips_99	"RING-H2 zinc finger protein ATL3, putative"
	at_At1g72310 -	mips_99	"RING-H2 zinc finger protein (ATL3)"
	at_At1g74370 -	mips_99	"putative RING zinc finger protein"
	at_At1g76410 -	mips_99	"RING zinc finger like protein"
	at_At1g77800 -	mips_99	"putative phorbol ester / diacylglycerol binding protein"
	at_At1g78140 -	mips_99	"unknown protein"
	at_At1g78640 -	mips_99	"Hypothetical protein"
	at_At1g79810 -	mips_99	"putative RING finger protein"
	at_At2g02080 -	no entry	null
	at_At2g02610 -	no entry	null
	at_At2g02630 -	no entry	null
	at_At2g02700 -	no entry	null
	at_At2g02960 -	no entry	null
	at_At2g11220 -	no entry	null
	at_At2g15260 -	no entry	null
	at_At2g17590 -	no entry	null
	at_At2g17600 -	no entry	null
	at_At2g18490 -	no entry	null
	at_At2g18670 -	no entry	null
	at_At2g19380 -	no entry	null
	at_At2g19560 -	no entry	null
	at_At2g26010 -	no entry	null
	at_At2g26020 -	no entry	null
	at_At2g28510 -	no entry	null
	at_At2g33500 -	no entry	null
	at_At2g34140 -	no entry	null
	at_At2g34520 -	no entry	null
	at_At2g34860 -	no entry	null
	at_At2g35210 -	no entry	null
	at_At2g35420 -	no entry	null
	at_At2g37430 -	no entry	null
	at_At2g37740 -	no entry	null
	at_At2g37950 -	no entry	null
	at_At2g38920 -	no entry	null
	at_At2g40050 -	no entry	null
	at_At2g40830 -	no entry	null
	at_At2g41630 -	no entry	null
	at_At2g42350 -	no entry	null
	at_At2g42360 -	no entry	null
	at_At2g43220 -	no entry	null
	at_At2g43580 -	no entry	null
	at_At2g44390 -	no entry	null
	at_At2g44410 -	no entry	null
	at_At2g44580 -	no entry	null
	at_At2g45050 -	no entry	null
	at_At2g45530 -	no entry	null
	at_At2g46160 -	no entry	null
	at_At2g47700 -	no entry	null
	at_At3g07120 -	mips_99	"putative RING zinc finger protein"
	at_At3g07650 -	mips_99	"unknown protein"
	at_At3g09360 -	mips_99	"putative transcription factor"
	at_At3g09760 -	mips_99	"unknown protein"
	at_At3g09930 -	mips_99	"putative lipase/acylhydrolase"
	at_At3g12500 -	mips_99	"basic chitinase chiB"
	at_At3g12980 -	mips_99	"putative CREB-binding protein"
	at_At3g14250 -	mips_99	"hypothetical protein"
	at_At3g14970 -	mips_99	"hypothetical protein"
	at_At3g16350 -	mips_99	"putative MYB family transcription factor"
	at_At3g17450 -	mips_99	"unknown protein"
	at_At3g19580 -	mips_99	"zinc finger protein, putative"
	at_At3g19910 -	mips_99	"unknown protein"
	at_At3g20750 -	mips_99	"hypothetical protein"
	at_At3g21030 -	mips_99	"hypothetical protein"
	at_At3g21270 -	mips_99	"Dof zinc finger protein"
	at_At3g23060 -	mips_99	"RING zinc finger protein, putative"
	at_At3g24800 -	mips_99	"PRT1"
	at_At3g25030 -	mips_99	"unknown protein"
	at_At3g27480 -	mips_99	"hypothetical protein"
	at_At3g27970 -	mips_99	"hypothetical protein"
	at_At3g29270 -	mips_99	"unknown protein"
	at_At3g29380 -	mips_99	"transcription initiation factor IIB, putative"
	at_At3g42830 -	mips_98	"ring-box protein-like"
	at_At3g42860 -	mips_99	"unknown protein (At3g42860)"
	at_At3g43750 -	mips_99	"putative protein"
	at_At3g43890 -	mips_99	"putative protein"
	at_At3g45050 -	mips_99	"putative protein"
	at_At3g45480 -	mips_99	"putative protein"
	at_At3g45510 -	mips_99	"putative protein"
	at_At3g45530 -	mips_99	"putative protein"
	at_At3g45570 -	mips_99	"putative protein"
	at_At3g45840 -	mips_99	"putative protein"
	at_At3g46620 -	mips_99	"unknown protein"
	at_At3g47650 -	mips_99	"putative protein"
	at_At3g48360 -	mips_99	"unknown protein"
	at_At3g48760 -	mips_99	"putative protein"
	at_At3g52100 -	mips_99	"putative protein"
	at_At3g53690 -	mips_99	"unknown protein"
	at_At3g54780 -	mips_99	"putative protein"
	at_At3g55340 -	mips_99	"putative protein"
	at_At3g55530 -	mips_99	"unknown protein"
	at_At3g56580 -	no entry	null
	at_At3g57630 -	mips_99	"putative protein"
	at_At3g58310 -	mips_99	"putative protein"
	at_At3g61550 -	mips_99	"unknown protein"
	at_At3g61670 -	mips_99	"putative protein"
	at_At4g00840 -	mips_99	""
	at_At4g01730 -	mips_99	"hypothetical protein"
	at_At4g08460 -	mips_99	"unknown protein"
	at_At4g09690 -	mips_99	"putative protein"
	at_At4g10560 -	mips_99	"putative protein"
	at_At4g10600 -	mips_99	"unknown protein"
	at_At4g12150 -	mips_99	"putative protein"
	at_At4g12190 -	mips_99	"putative protein"
	at_At4g12210 -	mips_99	"putative protein"
	at_At4g13350 -	mips_99	"unknown protein"
	at_At4g17850 -	mips_99	"hypothetical protein"
	at_At4g20550 -	mips_99	"putative protein"
	at_At4g20570 -	mips_99	"putative protein"
	at_At4g20580 -	mips_99	"putative protein"
	at_At4g20640 -	mips_99	"putative protein"
	at_At4g20650 -	mips_99	"putative protein (fragment)"
	at_At4g21030 -	mips_99	"putative protein"
	at_At4g21040 -	mips_99	"putative protein"
	at_At4g21110 -	mips_99	"G10 - like protein"
	at_At4g22210 -	mips_99	"hypothetical protein"
	at_At4g23540 -	mips_99	"putative protein"
	at_At4g25110 -	mips_99	"putative protein"
	at_At4g30370 -	mips_99	"unknown protein"
	at_At4g31450 -	mips_99	"unknown protein"
	at_At4g34680 -	mips_99	"GATA transcription factor 3"
	at_At4g35540 -	mips_99	"unknown protein"
	at_At4g35610 -	mips_99	"putative protein"
	at_At4g37890 -	mips_99	"unknown protein"
	at_At5g01520 -	mips_99	"C3HC4 type Zinc RING finger like protein"
	at_At5g03360 -	mips_99	"unknown protein"
	at_At5g05610 -	mips_99	"nucleic acid binding protein-like"
	at_At5g05830 -	mips_99	"unknown protein"
	at_At5g15820 -	mips_99	"unknown protein"
	at_At5g19080 -	mips_99	"unknown protein"
	at_At5g19430 -	mips_99	"unknown protein"
	at_At5g22260 -	mips_99	"putative protein"
	at_At5g24870 -	mips_99	"RING finger-like protein"
	at_At5g26210 -	mips_98	"nucleic acid binding protein - like"
	at_At5g26930 -	mips_99	"unknown protein"
	at_At5g27420 -	mips_98	"RING-H2 zinc finger protein-like"
	at_At5g29100 -	mips_99	"putative protein"
	at_At5g37210 -	mips_99	"putative protein"
	at_At5g37230 -	mips_99	"putative protein"
	at_At5g37280 -	mips_99	"putative protein"
	at_At5g37560 -	mips_99	"putative protein"
	at_At5g41350 -	mips_99	"unknown protein"
	at_At5g42940 -	mips_99	"unknown protein"
	at_At5g43030 -	mips_99	"CHP-rich zinc finger protein-like"
	at_At5g43170 -	mips_99	"Cys2/His2-type zinc finger protein 3 (dbj:BAA85109.1)"
	at_At5g43520 -	mips_99	"putative protein"
	at_At5g48090 -	mips_99	"putative protein"
	at_At5g49400 -	mips_99	"putative protein"
	at_At5g51010 -	mips_99	"unknown protein"
	at_At5g52010 -	mips_99	"unknown protein"
	at_At5g52380 -	mips_99	"unknown protein"
	at_At5g53610 -	mips_99	"unknown protein"
	at_At5g53910 -	mips_99	"putative protein"
	at_At5g54020 -	mips_99	"CHP-rich zinc finger protein-like"
	at_At5g54220 -	mips_99	"unknown protein"
	at_At5g55800 -	mips_99	"putative protein"
	at_At5g56200 -	no entry	null
	at_At5g56840 -	mips_99	"putative protein"
	at_At5g57690 -	mips_99	"diacylglycerol kinase-like protein"
	at_At5g58610 -	mips_99	"putative protein"
	at_At5g61100 -	mips_99	"putative protein"
	at_At5g63700 -	mips_99	"unknown protein"
	at_At5g63760 -	mips_99	"putative protein"
	at_At5g63970 -	mips_99	"unknown protein"
	at_At5g64160 -	mips_99	"unknown protein"
	at_At5g65740 -	mips_99	"unknown protein"
	at_At5g66160 -	mips_99	"ReMembR-H2 protein JR700 (gb:AAF32325.1)"
	at_At5g66940 -	mips_99	"DNA binding protein-like"
	at_At5g67120 -	mips_99	"putative protein"
	at_At5g67450 -	mips_99	"Cys2/His2-type zinc finger protein 1 (dbj:BAA85108.1)"
	at_At5g67480 -	mips_99	"unknown protein"


------------------
Rule 209
	c.87 <= 1.6e-23
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (1366 items):
	at_At1g16980	mips_01	"putative trehalose-6-phosphate synthase"
			mips_01_05
			mips_02
			mips_02_19
	at_At1g17000	mips_01	"putative trehalose-6-phosphate synthase"
			mips_01_05
			mips_02
			mips_02_19
	at_At1g32900	mips_01	"granule-bound starch synthase like protein"
			mips_01_05
	at_At1g60140	mips_01	"putative trehalose-6-phosphate synthase"
			mips_01_05
			mips_02
			mips_02_19
	at_At1g70290	mips_01	"putative trehalose-6-phosphate synthase"
			mips_01_05
			mips_02
			mips_02_19
	at_At1g73370	mips_01	"sucrose synthase like protein"
			mips_01_05
			mips_02
			mips_02_01
	at_At1g78580	mips_01	"trehalose-6-phosphate synthase"
			mips_01_05
			mips_02
			mips_02_19
	at_At3g29320	mips_01	"alpha-glucan phosphorylase, putative"
			mips_01_05
	at_At3g42850	mips_01	"arabinose kinase - like protein"
			mips_01_05
	at_At3g43190	mips_01	"sucrose synthase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_02
			mips_02_01
	at_At3g46660	mips_01	"glucosyltransferase-like protein"
			mips_01_05
	at_At3g46700 -	mips_01	"glucuronosyl transferase-like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At4g10120	mips_01	"sucrose-phosphate synthase - like protein"
			mips_01_05
			mips_02
			mips_02_01
			mips_02_19
			mips_02_30
	at_At4g15270	mips_01	"UTP-glucose glucosyltransferase like protein"
			mips_01_05
			mips_01_05_01
	at_At4g15280	mips_01	"UTP-glucose glucosyltransferase"
			mips_01_05
			mips_01_05_01
	at_At4g15500	mips_01	"indole-3-acetate beta-glucosyltransferase like protein"
			mips_01_05
			mips_01_05_01
			mips_98
	at_At4g27570	mips_01	"UDP rhamnose--anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
			mips_01_05
	at_At4g36770 -	mips_01	"glucosyltransferase-like protein"
			mips_01_20
			mips_01_20_35
	at_At5g01220 -	mips_01	"unknown protein"
			mips_01_06
			mips_01_06_01
	at_At5g03490	mips_01	"UDPG glucosyltransferase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At5g11110	mips_01	"sucrose-phosphate synthase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_06
			mips_02
			mips_02_01
			mips_02_30
	at_At5g12890	mips_01	"glucosyltransferase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
	at_At5g17050	mips_01	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
			mips_01_05
			mips_01_05_01
	at_At5g20410 -	mips_01	"monogalactosyldiacylglycerol synthase"
			mips_01_06
	at_At5g20830	mips_01	"sucrose-UDP glucosyltransferase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_02
			mips_02_01
	at_At5g38040	mips_01	"glucosyltransferase-like protein"
			mips_01_05
			mips_01_05_01
	at_At5g49190	mips_01	"sucrose synthase"
			mips_01_05
			mips_02
			mips_02_01
	Training Accuracy: 23/27 (85.19%)
	Training Frequency class 'mips_01_05': 221/1366 (16.18%)

	Evaluation on validation data (628 items):
	at_At1g04920	mips_01	"sucrose-phosphate synthase, putative"
			mips_01_05
			mips_02
			mips_02_01
			mips_02_30
	at_At1g06410	mips_01	"putative trehalose-6-phosphate synthase"
			mips_01_05
			mips_02
			mips_02_19
	at_At1g68020	mips_01	"putative trehalose-6-phosphate synthase"
			mips_01_05
			mips_02
			mips_02_19
	at_At3g46650	mips_01	"glucosyltransferase-like protein"
			mips_01_05
	at_At3g46670	mips_01	"glucosyltransferase-like protein"
			mips_01_05
	at_At3g46680	mips_01	"glucosyltransferase-like protein"
			mips_01_05
	at_At3g50740	mips_01	"UTP-glucose glucosyltransferase - like protein"
			mips_01_05
	at_At3g53150	mips_01	"glucosyltransferase - like protein"
			mips_01_05
			mips_01_05_01
	at_At4g14090 -	mips_06	"glucosyltransferase like protein"
			mips_06_07
	at_At4g15260	mips_01	"glucosyltransferase"
			mips_01_05
			mips_01_05_01
	at_At4g16130	mips_01	"galactokinase like protein"
			mips_01_05
			mips_01_05_04
	at_At4g18240	mips_01	"starch synthase-like protein"
			mips_01_05
	at_At4g27550	mips_01	"trehalose-6-phosphate synthase - like protein"
			mips_01_05
			mips_02
			mips_02_19
	at_At5g14860	mips_01	"glucosyltransferase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_03
	at_At5g17030	mips_01	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
			mips_01_05
			mips_01_05_01
	at_At5g37950	mips_01	"glucuronosyl transferase-like protein"
			mips_01_05
			mips_01_05_01
	Validation Accuracy: 15/16 (93.75%)
	Validation Frequency class 'mips_01_05': 91/628 (14.49%)

	Evaluation on propertest data (1012 items):
	at_At1g11720	mips_01	"putative glycogen synthase"
			mips_01_05
	at_At1g23870	mips_01	"trehalose 6-phosphate synthase, putative"
			mips_01_05
			mips_02
			mips_02_19
	at_At3g45100 -	mips_06	"n-acetylglucosaminyl-phosphatidylinositol-like protein"
			mips_06_07
	at_At3g46720 -	mips_01	"glucuronosyl transferase-like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At3g46970	mips_01	"starch phosphorylase H (cytosolic form) - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At3g53160	mips_01	"glucosyltransferase - like protein"
			mips_01_05
			mips_01_05_01
	at_At3g55700 -	mips_11	"glucuronosyl transferase - like protein"
			mips_11_07
	at_At3g55710 -	mips_11	"glucuronosyl transferase - like protein"
			mips_11_07
	at_At4g01070 -	mips_01	"putative flavonol glucosyltransferase"
			mips_01_20
			mips_01_20_35
	at_At4g02280	mips_01	"putative sucrose synthetase"
			mips_01_05
			mips_01_05_99
			mips_02
			mips_02_01
	at_At4g09500	mips_01	"unknown protein"
			mips_01_05
	at_At4g15480	mips_01	"indole-3-acetate beta-glucosyltransferase like protein"
			mips_01_05
			mips_01_05_01
			mips_98
	at_At4g15490	mips_01	"indole-3-acetate beta-glucosyltransferase like protein"
			mips_01_05
			mips_01_05_01
			mips_98
	at_At4g15550	mips_01	"UDP-glucose:indole-3-acetate beta-D-glucosyltransferase (iaglu)"
			mips_01_05
			mips_01_05_01
			mips_06
			mips_06_07
	at_At4g17770	mips_01	"trehalose-6-phosphate synthase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_04
			mips_02
			mips_02_19
			mips_11
			mips_11_01
			mips_30
			mips_30_03
	at_At4g27560	mips_01	"UDP rhamnose-anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
			mips_01_05
	at_At4g31780 -	mips_01	"monogalactosyldiacylglycerol synthase - like protein"
			mips_01_06
			mips_01_06_99
	at_At5g17040	mips_01	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
			mips_01_05
			mips_01_05_01
	at_At5g20280	mips_01	"sucrose-phosphate synthase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_02
			mips_02_01
			mips_02_30
	at_At5g26310	mips_01	"UTP-glucose glucosyltransferase - like protein"
			mips_01_05
			mips_01_05_01
	at_At5g37180	mips_01	"sucrose synthase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_02
			mips_02_01
	at_At5g59070	mips_01	"hexosyltransferase - like protein"
			mips_01_05
			mips_01_05_01
	at_At5g59580 -	mips_01	"glucuronosyl transferase - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At5g59590 -	mips_01	"glucuronosyl transferase - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	Propertest Accuracy: 16/24 (66.67%)
	Propertest Frequency class 'mips_01_05': 162/1012 (16.01%)

	New (unknown) data (628 items):
	at_At1g05560 -	mips_99	"UDP-Glucose Transferase (UGT75B2)"
	at_At1g05680 -	mips_99	"putative indole-3-acetate beta-glucosyltransferase"
	at_At1g06000 -	mips_99	"unknown protein"
	at_At1g07240 -	mips_99	"unknown protein"
	at_At1g10400 -	mips_99	"glucosyl transferase - like protein"
	at_At1g19710 -	mips_99	"hypothetical protein"
	at_At1g22370 -	mips_99	"putative UDP-glucose glucosyltransferase"
	at_At1g24100 -	mips_99	"putative indole-3-acetate beta-glucosyltransferase"
	at_At1g51210 -	mips_99	"putative glucosyl transferase"
	at_At1g73160 -	mips_99	"putative glycosyl transferase"
	at_At1g73740 -	mips_99	"putative UDP-N-acetylglucosamine--N-acetylmuramyl-(pentapeptide)-pyrophosphoryl-undecaprenol N-acetylglucosamine transferase"
	at_At1g78270 -	mips_99	"similar to glucoronosyl transferase-like protein; similar to ESTs gb:AI996767.1, emb:Z46520.1, gb:T44500.1, and gb:AI099822.1"
	at_At2g15480 -	no entry	null
	at_At2g16890 -	no entry	null
	at_At2g18560 -	no entry	null
	at_At2g18570 -	no entry	null
	at_At2g29710 -	no entry	null
	at_At2g29730 -	no entry	null
	at_At2g30140 -	no entry	null
	at_At2g36790 -	no entry	null
	at_At2g36800 -	no entry	null
	at_At2g36970 -	no entry	null
	at_At2g40190 -	no entry	null
	at_At3g07020 -	mips_99	"UDP-glucose:sterol glucosyltransferase"
	at_At3g21800 -	mips_99	"putative UDP-glucose glucosyltransferase"
	at_At3g46690 -	mips_99	"glucuronosyl transferase-like protein"
	at_At4g34131 -	mips_99	"glucosyltransferase -like protein"
	at_At4g34135 -	mips_99	"glucosyltransferase like protein"
	at_At4g34138 -	mips_99	"glucosyltransferase -like protein"
	at_At5g05900 -	mips_99	"glucuronosyl transferase-like protein"
	at_At5g53990 -	mips_99	"flavonol 3-O-glucosyltransferase-like protein"
	at_At5g54060 -	mips_99	"flavonol 3-O-glucosyltransferase-like"
	at_At1g01420 -	mips_99	"flavonol 3-o-glucosyltransferase, putative"
	at_At1g05670 -	mips_99	"UDP glycosyltransferase UGT74E1"
	at_At1g22360 -	mips_99	"unknown protein"
	at_At1g22380 -	mips_99	"hypothetical protein, 5' partial"
	at_At1g22400 -	mips_99	"Putative UDP-glucose glucosyltransferase"
	at_At1g30530 -	mips_99	"  putative UDP-gulcoronosyl and UDP-glucosyl transferase family protein"
	at_At1g50580 -	mips_99	"rhamnosyltransferase, putative"
	at_At1g52420 -	mips_99	"glycosyl transferase, putative"
	at_At1g64910 -	mips_99	"unknown protein"
	at_At1g78800 -	mips_99	"unknown protein"
	at_At2g15490 -	no entry	null
	at_At2g22590 -	no entry	null
	at_At2g22930 -	no entry	null
	at_At2g23210 -	no entry	null
	at_At2g23260 -	no entry	null
	at_At2g28080 -	no entry	null
	at_At2g29750 -	no entry	null
	at_At2g30150 -	no entry	null
	at_At2g31750 -	no entry	null
	at_At2g31790 -	no entry	null
	at_At2g36770 -	no entry	null
	at_At2g43840 -	no entry	null
	at_At3g15940 -	mips_99	"unknown protein"
	at_At3g16520 -	mips_99	"glucosyltransferase like protein"
	at_At3g21750 -	mips_99	"putative UDP-glucose glucosyltransferase"
	at_At3g21760 -	mips_99	"putative UDP-glucose glucosyltransferase"
	at_At3g21780 -	mips_99	"putative UDP-glucose glucosyltransferase"
	at_At3g21790 -	mips_99	"putative UDP-glucose glucosyltransferase"
	at_At3g22250 -	mips_99	"hypothetical protein"
	at_At3g29630 -	mips_99	"flavonol 3-O-Glucosyltransferase, putative"
	at_At5g05860 -	mips_99	"glucuronosyl transferase-like protein"
	at_At5g05870 -	mips_99	"glucuronosyl transferase-like protein"
	at_At5g05890 -	mips_99	"glucuronosyl transferase-like protein"
	at_At5g24750 -	mips_99	"sterol glucosyltransferase - like protein"
	at_At5g54010 -	mips_99	"flavonol 3-O-glucosyltransferase-like protein"
	at_At5g65550 -	mips_99	"anthocyanidin-3-glucoside rhamnosyltransferase"
	at_At5g66690 -	mips_99	"UTP-glucose glucosyltransferase"
	at_At1g01390 -	mips_99	"flavonol 3-o-glucosyltransferase, putative"
	at_At1g05530 -	mips_99	"hypothetical protein"
	at_At1g07250 -	mips_99	"putative 3-o-glucosyltransferase"
	at_At1g07260 -	mips_99	"unknown protein"
	at_At1g22340 -	mips_99	"hypothetical protein"
	at_At1g43620 -	mips_99	"unknown protein"
	at_At1g64920 -	mips_99	"hypothetical protein"
	at_At1g73880 -	mips_99	"putative glucosyltransferase"
	at_At1g75420 -	mips_99	"unknown protein"
	at_At2g18700 -	no entry	null
	at_At2g23250 -	no entry	null
	at_At2g26480 -	no entry	null
	at_At2g29740 -	no entry	null
	at_At2g36750 -	no entry	null
	at_At2g36760 -	no entry	null
	at_At2g36780 -	no entry	null
	at_At2g43820 -	no entry	null
	at_At3g10630 -	mips_99	"unknown protein"
	at_At3g11340 -	mips_99	"hypothetical protein"
	at_At3g21560 -	mips_99	"UDP-glucose:indole-3-acetate beta-D-glucosyltransferase, putative"
	at_At4g19460 -	mips_99	"putative protein"
	at_At5g05880 -	mips_99	"glucuronosyl transferase-like protein"
	at_At5g24300 -	mips_99	"soluble starch synthase"
	at_At5g38010 -	mips_99	"glucosyltransferase-like protein"
	at_At5g49690 -	mips_99	"anthocyanidin-3-glucoside rhamnosyltransferase-like"


------------------
Rule 148
	c.1.8 <= 0.0027
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (1366 items):
	at_At1g69830	mips_01	"putative alpha-amylase"
			mips_01_05
			mips_02
			mips_02_19
	at_At1g76130	mips_01	"alpha-amylase like protein"
			mips_01_05
			mips_02
			mips_02_19
	at_At1g78090	mips_01	"trehalose-6-phosphate phosphatase (AtTPPB)"
			mips_01_05
			mips_02
			mips_02_19
	at_At2g32290	mips_01	"beta-amylase like protein"
			mips_01_05
			mips_02
			mips_02_19
	at_At3g23640	mips_01	"alpha glucosidase like protein"
			mips_01_05
			mips_01_05_01
	at_At3g23920	mips_01	"beta-amylase, putative"
			mips_01_05
			mips_02
			mips_02_19
	at_At3g47010	mips_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At3g55430	mips_01	"beta-1,3-glucanase - like protein"
			mips_01_05
			mips_01_05_01
	at_At3g55780 -	mips_01	"beta-1,3-glucanase - like protein"
			mips_01_20
			mips_01_20_01
	at_At3g57240 -	mips_11	"beta-1,3-glucanase"
			mips_11_05
			mips_11_05_03
	at_At3g57260 -	mips_11	"beta-1,3-glucanase 2 (BG2)"
			mips_11_05
			mips_11_05_03
	at_At3g60130	mips_01	"beta-glucosidase-like protein"
			mips_01_05
	at_At3g60140	mips_01	"beta-glucosidase"
			mips_01_05
	at_At3g62710	mips_01	"beta-D-glucan exohydrolase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At3g62740	mips_01	"beta-glucosidase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At4g17180	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
	at_At4g19750 -	mips_11	"chitinase - like protein"
			mips_11_05
			mips_11_05_03
	at_At4g19760 -	mips_11	"chitinase - like protein"
			mips_11_05
			mips_11_05_03
	at_At4g19770 -	mips_11	"putative protein"
			mips_11_05
			mips_11_05_03
	at_At4g19810 -	mips_11	"putative chitinase"
			mips_11_05
			mips_11_05_03
	at_At4g19820 -	mips_11	"putative chitinase"
			mips_11_05
			mips_11_05_03
	at_At4g26140	mips_01	"putative beta-galactosidase"
			mips_01_05
			mips_30
			mips_30_01
	at_At4g27830	mips_01	"beta-glucosidase like protein"
			mips_01_05
	at_At4g35010	mips_01	"beta-galactosidase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At4g36360	mips_01	"beta-galactosidase like protein"
			mips_01_05
			mips_09
			mips_09_01
	at_At4g38590	mips_01	"galactosidase like protein"
			mips_01_05
	at_At5g03650	mips_01	"1,4-alpha-glucan branching enzyme protein soform SBE2.2 precursor"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At5g08380	mips_01	"alpha-galactosidase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_09
			mips_09_01
	at_At5g09700	mips_01	"beta-glucosidase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At5g10560	mips_01	"beta-xylosidase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At5g11720	mips_01	"alpha-glucosidase 1"
			mips_01_05
			mips_01_05_01
	at_At5g20330	mips_01	"beta-1,3-glucanase bg4"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At5g20340	mips_01	"beta-1,3-glucanase bg5"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At5g20560 -	mips_09	"beta-1,3-glucanase - like protein"
			mips_09_01
			mips_50
			mips_50_02
			mips_50_02_02
	at_At5g40390	mips_01	"raffinose synthase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
	at_At5g55700	mips_01	"beta-amylase"
			mips_01_05
			mips_02
			mips_02_19
	at_At5g58090	mips_01	"beta-1,3-glucanase 6"
			mips_01_05
			mips_01_05_01
	at_At5g63810	mips_01	"beta-galactosidase (emb:CAB64746.1)"
			mips_01_05
			mips_30
			mips_30_01
	at_At5g63840	mips_01	"glucosidase II alpha subunit"
			mips_01_05
			mips_01_05_01
			mips_02
			mips_02_19
	Training Accuracy: 30/39 (76.92%)
	Training Frequency class 'mips_01_05': 221/1366 (16.18%)

	Evaluation on validation data (628 items):
	at_At2g40840	mips_01	"4-alpha-glucanotransferase"
			mips_01_05
	at_At3g45940	mips_01	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At3g47000	mips_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At3g47050	mips_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At3g54440	mips_01	"beta Galactosidase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At3g61810 -	mips_11	"putative protein"
			mips_11_05
			mips_11_05_03
	at_At4g15210	mips_01	"beta-amylase"
			mips_01_05
			mips_01_05_01
			mips_02
			mips_02_19
	at_At4g19800 -	mips_11	"chitinase - like protein"
			mips_11_05
			mips_11_05_03
	at_At4g22100	mips_01	"glucosidase like protein"
			mips_01_05
	at_At4g27820	mips_01	"putative beta-glucosidase"
			mips_01_05
	at_At4g31140	mips_01	"beta-1,3-glucanase 5"
			mips_01_05
			mips_01_05_01
	at_At5g01930	mips_01	"(1-4)-beta-mannan endohydrolase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At5g08370	mips_01	"alpha-galactosidase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_09
			mips_09_01
	at_At5g18670	mips_01	"beta-amylase-like proten"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02
			mips_02_19
	at_At5g20390	mips_01	"beta-1,3-glucanase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At5g20710	mips_01	"beta-galactosidase like protein"
			mips_01_05
			mips_09
			mips_09_01
	at_At5g20940	mips_01	"beta-glucosidase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_09
			mips_09_01
	at_At5g20950	mips_01	"beta-D-glucan exohydrolase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_09
			mips_09_01
	at_At5g25980 -	mips_01	"myrosinase TGG2"
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
	at_At5g36890	mips_01	"beta-glucosidase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At5g58480 -	mips_09	"beta 1-3 glucanase - like predicted GPI-anchored protein"
			mips_09_01
	Validation Accuracy: 17/21 (80.95%)
	Validation Frequency class 'mips_01_05': 91/628 (14.49%)

	Evaluation on propertest data (1012 items):
	at_At2g36390	mips_01	"starch branching enzyme class II (sbe2-1)"
			mips_01_05
	at_At2g45880	mips_01	"putative beta-amylase"
			mips_01_05
			mips_02
			mips_02_19
	at_At3g20440	mips_01	"1,4-alpha-glucan branching enzyme- like protein"
			mips_01_05
	at_At3g46570	mips_01	"glucosidase-like protein"
			mips_01_05
			mips_11
			mips_11_05
			mips_11_05_03
	at_At3g47040	mips_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At3g52840 -	mips_01	"beta-galactosidase precursor - like protein"
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
	at_At3g56310	mips_01	"alpha-galactosidase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At3g57270 -	mips_11	"glucan endo-1,3-beta-D-glucosidase-like protein"
			mips_11_05
			mips_11_05_03
	at_At3g60120	mips_01	"beta-glucosidase-like protein"
			mips_01_05
	at_At3g62750	mips_01	"beta-glucosidase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At4g00490	mips_01	"putative beta-amylase"
			mips_01_05
			mips_01_05_01
			mips_02
			mips_02_19
			mips_02_99
	at_At4g08160 -	mips_30	"putative xylan endohydrolase"
			mips_30_01
	at_At4g09020	mips_01	"isoamylase-like protein"
			mips_01_05
			mips_01_05_01
	at_At4g14080	mips_01	"A6 anther-specific protein"
			mips_01_05
			mips_01_05_01
			mips_98
	at_At4g16260	mips_01	"beta-1,3-glucanase class I precursor"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At4g17090	mips_01	"beta-amylase (ct-bmy gene)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02
			mips_02_19
	at_At4g21760	mips_01	"beta-glucosidase -like protein"
			mips_01_05
	at_At4g25000	mips_01	"alpha-amylase  like protein"
			mips_01_05
			mips_01_05_01
			mips_02
			mips_02_19
	at_At4g28320	mips_01	"putative (1-4)-beta-mannan endohydrolase"
			mips_01_05
	at_At4g29360 -	mips_01	"beta-1,3-glucanase-like protein"
			mips_01_04
			mips_01_04_01
	at_At5g04360	mips_01	"pullulanase-like protein (starch debranching enzyme)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At5g09730	mips_01	"beta-xylosidase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_30
			mips_30_01
	at_At5g20870 -	mips_09	"beta-1,3-glucanase - like protein"
			mips_09_01
	at_At5g28510 -	mips_11	"thioglucosidase (myrosinase) - like protein"
			mips_11_05
			mips_11_05_03
	at_At5g45300	mips_01	"beta-amylase-like"
			mips_01_05
			mips_02
			mips_02_19
	at_At5g64790	mips_01	"beta-1,3-glucanase"
			mips_01_05
			mips_01_05_01
	at_At5g64860	mips_01	"4-alpha-glucanotransferase"
			mips_01_05
	Propertest Accuracy: 21/27 (77.78%)
	Propertest Frequency class 'mips_01_05': 162/1012 (16.01%)

	New (unknown) data (628 items):
	at_At1g02310 -	mips_99	"(1-4)-beta-mannan endohydrolase precursor, putative"
	at_At1g02850 -	mips_99	"Similar to beta-glucosidases (At1g02850)"
	at_At1g06350 -	mips_99	"hypothetical protein"
	at_At1g09010 -	mips_99	"putative Bos beta-mannosidase"
	at_At1g14590 -	mips_99	"unknown protein"
	at_At1g15460 -	mips_99	"putative protein"
	at_At1g30080 -	mips_99	"beta-1,3-glucanase precursor, putative"
	at_At1g32860 -	mips_99	"putative beta-1,3-glucanase precursor"
	at_At1g45130 -	mips_99	"putative beta-galactosidase emb:CAB64741.1; similar to ESTs gb:N96096.1, gb:AW096565.1, gb:AI994624.1, gb:T42360.1, gb:AI100297.1"
	at_At1g51490 -	mips_99	"cyanogenic beta-glucosidase, putative"
	at_At1g55740 -	mips_99	"seed imbibition protein, putative"
	at_At1g64760 -	mips_99	"unknown protein"
	at_At1g66270 -	mips_99	"beta-glucosidase"
	at_At1g66280 -	mips_99	"beta-glucosidase, putative"
	at_At1g68560 -	mips_99	"alpha-xylosidase precursor"
	at_At1g77410 -	mips_99	"unknown protein"
	at_At1g77780 -	mips_99	"endo-1,3-beta-glucanase - like predicted GPI-anchored protein"
	at_At1g77790 -	mips_99	"putative endo-1,3-beta-glucanase"
	at_At1g78060 -	mips_99	"putative protein"
	at_At2g02060 -	no entry	null
	at_At2g05790 -	no entry	null
	at_At2g27500 -	no entry	null
	at_At2g39930 -	no entry	null
	at_At2g44470 -	no entry	null
	at_At3g18070 -	mips_99	"beta-glucosidase, putative"
	at_At3g24330 -	mips_99	"beta-1,3-glucanase, putative"
	at_At3g26130 -	mips_99	"cellulase, putative"
	at_At3g26380 -	mips_99	"unknown protein"
	at_At3g57520 -	mips_98	"imbibition protein homolog"
	at_At4g00300 -	mips_99	""
	at_At4g11350 -	mips_99	"putative protein"
	at_At4g19720 -	mips_99	"putative protein"
	at_At4g19970 -	mips_99	"putative protein"
	at_At4g23490 -	mips_99	"putative protein"
	at_At4g26830 -	mips_98	"putative beta-1,3-glucanase"
	at_At4g33830 -	mips_99	"putative protein"
	at_At4g33840 -	mips_99	"putative protein"
	at_At4g33850 -	mips_99	"putative protein"
	at_At4g33860 -	mips_99	"putative protein"
	at_At5g16580 -	mips_99	"putative protein"
	at_At5g16700 -	mips_99	"putative protein"
	at_At5g17500 -	mips_99	"putative protein"
	at_At5g24540 -	mips_99	"beta-glucosidase"
	at_At5g40900 -	mips_99	"unknown protein"
	at_At5g42260 -	mips_99	"beta-glucosidase"
	at_At5g49360 -	mips_99	"xylosidase"
	at_At5g55180 -	mips_99	"beta-1,3-glucanase-like protein"
	at_At5g66460 -	mips_99	"mannan endo-1,4-beta-mannosidase"
	at_At1g01570 -	mips_99	"hypothetical protein"
	at_At1g03310 -	mips_99	"putative isoamylase"
	at_At1g05590 -	mips_99	"hypothetical protein"
	at_At1g07850 -	mips_99	"hypothetical protein"
	at_At1g10050 -	mips_99	"putative xylan endohydrolase"
	at_At1g13130 -	mips_99	"hypothetical protein"
	at_At1g26560 -	mips_99	"beta-glucosidase like protein"
	at_At1g33220 -	mips_99	"beta-1,3-glucanase, putative"
	at_At1g51470 -	mips_99	"myrosinase precursor, putative"
	at_At1g52400 -	mips_99	"beta-glucosidase, putative"
	at_At1g58370 -	no entry	null
	at_At1g60090 -	mips_99	"hypothetical protein"
	at_At1g61810 -	mips_99	"hypothetical protein"
	at_At1g61820 -	mips_99	"hypothetical protein"
	at_At1g72990 -	mips_99	"unknown protein"
	at_At1g75940 -	mips_99	"ATA27"
	at_At2g14690 -	no entry	null
	at_At2g16230 -	no entry	null
	at_At2g16730 -	no entry	null
	at_At2g19440 -	no entry	null
	at_At2g20680 -	no entry	null
	at_At2g26600 -	no entry	null
	at_At2g32810 -	no entry	null
	at_At2g32860 -	no entry	null
	at_At2g44450 -	no entry	null
	at_At2g44460 -	no entry	null
	at_At2g44480 -	no entry	null
	at_At2g44490 -	no entry	null
	at_At3g07320 -	mips_99	"putative beta-1,3-glucanase precursor"
	at_At3g09260 -	mips_99	"thioglucosidase 3D precursor"
	at_At3g10890 -	mips_99	"putative (1-4)-beta-mannan endohydrolase"
	at_At3g13560 -	mips_99	"beta-1,3-glucanase 4"
	at_At3g13750 -	mips_99	"galactosidase, putative"
	at_At3g15800 -	mips_99	"putative beta-1,3-glucanase precursor"
	at_At3g18080 -	mips_99	"beta-glucosidase like protein"
	at_At3g19620 -	mips_99	"beta-xylosidase, putative"
	at_At3g21370 -	mips_99	"beta-glucosidase, putative"
	at_At3g24710 -	mips_99	"hypothetical protein"
	at_At4g18340 -	mips_99	"beta-1,3-glucanase-like protein"
	at_At4g33820 -	mips_99	"putative glycosyl hydrolase family 10 protein"
	at_At4g34480 -	mips_99	"putative protein (fragment)"
	at_At4g38300 -	mips_98	"putative protein"
	at_At5g13690 -	mips_99	"alpha-N-acetylglucosaminidase"
	at_At5g18220 -	mips_99	"beta-1,3-glucanase - like predicted GPI-anchored protein"
	at_At5g20250 -	mips_98	"seed imbitition protein-like"
	at_At5g24090 -	mips_99	"acidic endochitinase (dbj:BAA21861.1)"
	at_At5g24550 -	mips_99	"beta-glucosidase"
	at_At5g26000 -	no entry	null
	at_At5g41460 -	mips_99	"unknown protein"
	at_At5g42100 -	mips_99	"beta-1,3-glucanase - like predicted GPI-anchored protein"
	at_At5g42720 -	mips_99	"beta-1,3-glucanase-like protein"
	at_At5g44640 -	mips_99	"beta-glucosidase"
	at_At5g54570 -	mips_99	"beta-glucosidase"
	at_At5g56870 -	mips_99	"beta-galactosidase (emb:CAB64740.1)"
	at_At5g63800 -	mips_99	"beta-galactosidase like protein"
	at_At5g64570 -	mips_99	"beta-xylosidase"
	at_At1g02640 -	mips_99	"beta-xylosidase, putative"
	at_At1g11820 -	mips_99	"unknown protein, 5' partial"
	at_At1g31740 -	no entry	null
	at_At1g47600 -	mips_99	"thioglucosidase, putative"
	at_At1g60260 -	mips_99	"putative beta-glucosidase"
	at_At1g60270 -	mips_99	""
	at_At1g65590 -	mips_99	"hypothetical protein"
	at_At1g66250 -	mips_99	"beta-1,3-glucanase 2"
	at_At2g01630 -	no entry	null
	at_At2g25630 -	no entry	null
	at_At2g28470 -	no entry	null
	at_At2g39640 -	no entry	null
	at_At3g10900 -	mips_99	"putative (1-4)-beta-mannan endohydrolase"
	at_At3g26140 -	mips_99	"cellulase, putative"
	at_At3g30540 -	mips_99	"putative beta-mannan endohydrolase"
	at_At3g55260 -	mips_98	"beta-N-acetylhexosaminidase -like protein"
	at_At4g01040 -	mips_99	"unknown protein"
	at_At4g01970 -	mips_98	"putative raffinose synthase or seed imbibition protein"
	at_At4g19730 -	mips_99	"putative protein"
	at_At4g19740 -	mips_99	"putative protein"
	at_At4g33810 -	mips_99	"beta-xylan endohydrolase -like protein"
	at_At4g38650 -	mips_99	"putative protein"
	at_At5g51880 -	mips_99	"unknown protein"
	at_At5g56590 -	mips_99	"beta-1,3-glucanase-like protein"
	at_At5g67460 -	mips_99	"putative protein"


------------------
Rule 141
	b.80.1 <= 0.0019
	c.62.1 > 0.0078
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (1366 items):
	at_At3g42950	mips_01	"polygalacturonase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At3g48950	mips_01	"endo-polygalacturonase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_09
			mips_09_01
	at_At3g49220	mips_01	"pectinesterase - like protein"
			mips_01_05
			mips_01_05_99
			mips_30
			mips_30_01
	at_At3g53190	mips_01	"pectate lyase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At3g59010	mips_01	"pectinesterase precursor-like protein"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At3g62170 -	mips_09	"PECTINESTERASE-like protein"
			mips_09_01
	at_At4g01890	mips_01	"putative polygalacturonidase"
			mips_01_05
	at_At4g02320 -	mips_09	"pectinesterase - like protein"
			mips_09_01
	at_At4g22080	mips_01	"pectate lyase like protein"
			mips_01_05
			mips_09
			mips_09_01
	at_At4g22090	mips_01	"pectate lyase like protein"
			mips_01_05
			mips_09
			mips_09_01
	at_At4g24780	mips_01	"pectate lyase like protein"
			mips_01_05
	at_At5g07410	mips_01	"pectin methyl-esterase-like protein"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At5g07430	mips_01	"pectin methyl-esterase-like protein"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At5g09760	mips_01	"pectin methylesterase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_30
			mips_30_01
	at_At5g15110	mips_01	"pectate lyase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At5g19730 -	mips_09	"pectin methylesterase-like protein"
			mips_09_01
	at_At5g24770 -	mips_06	"vegetative storage protein Vsp2"
			mips_06_20
	at_At5g26810	mips_01	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At5g27870 -	mips_09	"pectin methyl-esterase - like protein"
			mips_09_01
	Training Accuracy: 14/19 (73.68%)
	Training Frequency class 'mips_01_05': 221/1366 (16.18%)

	Evaluation on validation data (628 items):
	at_At3g47400 -	mips_09	"pectinesterase-like protein"
			mips_09_01
	at_At3g62110	mips_01	"unknown protein"
			mips_01_05
	at_At4g03930	mips_01	"putative pectinesterase"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At4g15980	mips_01	"pectinesterase like protein"
			mips_01_05
			mips_01_05_01
			mips_09
			mips_09_01
	at_At4g23820	mips_01	"putative polygalacturonase"
			mips_01_05
	at_At4g33220 -	mips_09	"pectinesterase like protein"
			mips_09_01
	at_At4g33230 -	mips_09	"pectinesterase - like protein"
			mips_09_01
	at_At4g33440	mips_01	"putative polygalacturonase"
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_99
	at_At5g04310	mips_01	"pectate lyase-like protein"
			mips_01_05
			mips_01_05_01
			mips_09
			mips_09_01
	at_At5g14650	mips_01	"polygalacturonase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At5g27530	mips_01	"polygalacturonase-like protein"
			mips_01_05
			mips_09
			mips_09_01
	Validation Accuracy: 8/11 (72.73%)
	Validation Frequency class 'mips_01_05': 91/628 (14.49%)

	Evaluation on propertest data (1012 items):
	at_At3g43270	mips_01	"pectinesterase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At3g54920 -	mips_09	"pectate lyase - like protein"
			mips_09_01
	at_At3g55140	mips_01	"pectate lyase -like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_09
			mips_09_01
	at_At3g57510	mips_01	"endo-polygalacturonase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At3g59850	mips_01	"polygalacturonase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At3g60730 -	mips_01	"pectinesterase - like protein"
			mips_01_20
			mips_01_20_01
	at_At4g00190	mips_01	"putative pectinesterase"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At4g02300	mips_01	"putative pectinesterase"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At4g13210	mips_01	"pectate lyase like protein"
			mips_01_05
			mips_01_05_01
			mips_09
			mips_09_01
	at_At4g13710	mips_01	"putative pectate lyase A11"
			mips_01_05
			mips_01_05_01
			mips_09
			mips_09_01
	at_At4g13760 -	mips_09	"putative polygalacturonase"
			mips_09_01
	at_At4g32380	mips_01	"putative protein"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At5g07420	mips_01	"pectin methyl-esterase-like protein"
			mips_01_05
			mips_01_05_99
			mips_09
			mips_09_01
	at_At5g20860	mips_01	"pectinesterase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_09
			mips_09_01
	at_At5g39910	mips_01	"polygalacturonase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_09
			mips_09_01
	at_At5g61680 -	mips_09	"pectin methyl-esterase - like protein"
			mips_09_01
	Propertest Accuracy: 12/16 (75.00%)
	Propertest Frequency class 'mips_01_05': 162/1012 (16.01%)

	New (unknown) data (628 items):
	at_At1g05310 -	no entry	null
	at_At1g14420 -	mips_99	"hypothetical protein"
	at_At1g23200 -	mips_99	"putative pectinesterase"
	at_At1g53840 -	mips_99	"unknown protein"
	at_At1g56100 -	mips_99	"hypothetical protein"
	at_At1g56710 -	mips_99	"polygalacturonase, putative"
	at_At1g60590 -	mips_99	"putative polygalacturonase"
	at_At1g67750 -	mips_99	"pectate lyase 1-like protein"
	at_At1g80140 -	mips_99	""
	at_At2g26620 -	no entry	null
	at_At2g36700 -	no entry	null
	at_At2g36710 -	no entry	null
	at_At2g43880 -	no entry	null
	at_At2g45220 -	no entry	null
	at_At2g47030 -	no entry	null
	at_At2g47040 -	no entry	null
	at_At3g07830 -	mips_99	"polygalacturonase like protein"
	at_At3g07850 -	mips_99	"exopolygalacturonase"
	at_At3g07970 -	mips_99	"putative polygalacturonase"
	at_At3g09540 -	mips_99	"putative pectate lyase"
	at_At3g10710 -	mips_99	"putative pectinesterase"
	at_At3g14310 -	mips_99	"pectin methylesterase like protein"
	at_At3g15720 -	mips_99	"polygalacturonase - like predicted GPI-anchored protein"
	at_At3g17060 -	mips_99	"pectinesterase, putative"
	at_At3g24130 -	mips_99	"pectinesterase, putative"
	at_At3g24670 -	mips_99	"pectate lyase, putative"
	at_At3g42160 -	mips_99	"putative protein"
	at_At3g54480 -	mips_99	"SKP1-interacting partner 5 (SKIP5)"
	at_At3g57790 -	mips_99	"putative protein"
	at_At5g04970 -	mips_99	"pectinesterase"
	at_At5g17200 -	mips_99	"polygalacturonase-like protein"
	at_At5g48900 -	mips_99	"pectate lyase"
	at_At5g51500 -	mips_99	"pectinesterase"
	at_At5g53370 -	mips_99	"pectinesterase"
	at_At1g02460 -	mips_99	"polygalacturonase PG1, putative"
	at_At1g02790 -	mips_99	"exopolygalacturonase (At1g02790)"
	at_At1g02810 -	mips_99	"putative protein"
	at_At1g04680 -	mips_99	"unknown protein"
	at_At1g05650 -	mips_99	"putative polygalacturonase"
	at_At1g10640 -	mips_99	"similar to polygalacturonase-like protein"
	at_At1g11590 -	mips_99	"putative pectin methylesterase"
	at_At1g11920 -	mips_99	"pectate lyase-like protein"
	at_At1g17150 -	mips_99	"putative polygalacturonase"
	at_At1g19170 -	mips_99	"unknown protein"
	at_At1g23460 -	mips_99	"putative polygalacturonase precursor"
	at_At1g23470 -	mips_99	"putative polygalacturonase precursor"
	at_At1g27440 -	mips_99	"unknown protein"
	at_At1g30350 -	mips_99	"hypothetical protein"
	at_At1g43080 -	mips_99	"hypothetical protein"
	at_At1g43090 -	mips_99	"hypothetical protein"
	at_At1g43100 -	mips_99	"hypothetical protein"
	at_At1g44980 -	mips_99	"hypothetical protein"
	at_At1g53830 -	mips_99	"unknown protein"
	at_At1g65570 -	mips_99	"hypothetical protein"
	at_At1g69940 -	mips_99	"pectinesterase like protein"
	at_At1g70500 -	mips_99	"putative polygalacturonase"
	at_At2g02720 -	no entry	null
	at_At2g15450 -	no entry	null
	at_At2g15470 -	no entry	null
	at_At2g19150 -	no entry	null
	at_At2g21610 -	no entry	null
	at_At2g23900 -	no entry	null
	at_At2g47280 -	no entry	null
	at_At2g47550 -	no entry	null
	at_At3g06770 -	mips_99	"unknown protein"
	at_At3g06830 -	mips_99	"pectin methylesterase like protein"
	at_At3g07010 -	mips_99	"putative pectate lyase"
	at_At3g07820 -	mips_99	"polygalacturonase (PGA3)"
	at_At3g07840 -	mips_99	"putative polygalacturonase"
	at_At3g10720 -	mips_99	"pectinesterase like protein"
	at_At3g14300 -	mips_99	"putative pectin methylesterase"
	at_At3g16850 -	mips_99	"polygalacturonase like protein"
	at_At3g24230 -	mips_99	"pectate lyase, putative"
	at_At3g26610 -	mips_99	"polygalacturonase, putative"
	at_At3g27400 -	mips_99	"pectate lyase, putative"
	at_At3g29090 -	mips_99	"pectinesterase like protein"
	at_At3g61490 -	mips_99	"unknown protein"
	at_At4g18180 -	mips_99	"polygalacturonase-like protein"
	at_At4g23500 -	mips_99	"unknown protein (At4g23500)"
	at_At4g27110 -	mips_99	"predicted GPI-anchored protein (by homology)"
	at_At5g04960 -	mips_99	"pectinesterase"
	at_At5g18990 -	mips_01	"pectin methyl esterase -like protein"
	at_At5g41870 -	mips_99	"polygalacturonase-like protein"
	at_At5g44830 -	mips_99	"polygalacturonase-like protein"
	at_At5g44840 -	mips_99	"polygalacturonase"
	at_At5g47500 -	mips_99	"pectin methylesterase-like"
	at_At5g48140 -	mips_99	"polygalacturonase"
	at_At5g51490 -	mips_99	"pectinesterase"
	at_At5g55590 -	mips_99	"putative protein"
	at_At5g63180 -	mips_99	"pectate lyase"
	at_At5g64640 -	mips_99	"pectin methylesterase-like protein"
	at_At1g05660 -	mips_99	"putative polygalacturonase"
	at_At1g11370 -	mips_99	"similar to flower-specific pectin methylesterase precursor gi:3342904; similar to ESTs gb:H36111, gb:T76576, gb:AI099976, gb:T42118"
	at_At1g11580 -	mips_99	"unknown protein"
	at_At1g48100 -	mips_99	"polygalacturonase PG1, putative"
	at_At1g78400 -	mips_99	"similar to exopolygalacturonase precursor sp:Q00293:PGLX_ASPTU"
	at_At1g80170 -	mips_99	"putative polygalacturonase"
	at_At2g15460 -	no entry	null
	at_At2g26440 -	no entry	null
	at_At2g26450 -	no entry	null
	at_At2g33160 -	no entry	null
	at_At2g40310 -	no entry	null
	at_At2g41850 -	no entry	null
	at_At2g43050 -	no entry	null
	at_At2g43860 -	no entry	null
	at_At2g43870 -	no entry	null
	at_At2g43890 -	no entry	null
	at_At3g14040 -	mips_99	"putative polygalacturonase"
	at_At3g27980 -	mips_99	"pectin methylesterase, putative"
	at_At4g20040 -	mips_99	"unknown protein"
	at_At4g20050 -	mips_99	"putative protein"
	at_At4g32370 -	mips_99	"putative protein"
	at_At4g35670 -	mips_99	"putative polygalacturonase"
	at_At5g09280 -	mips_98	"major pollen allergen-like protein"
	at_At5g49180 -	mips_99	"pectin methylesterase"
	at_At5g55720 -	mips_99	"pectate lyase"


------------------
Rule 187
	c.49.1 <= 4.4e-26
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (1366 items):
	at_At3g22960	mips_01	"pyruvate kinase like protein"
			mips_01_05
			mips_02
			mips_02_01
	at_At4g26390	mips_01	"pyruvate kinase like protein"
			mips_01_05
			mips_02
			mips_02_01
	at_At5g56350	mips_01	"pyruvate kinase"
			mips_01_05
			mips_02
			mips_02_01
	Training Accuracy: 3/3 (100.00%)
	Training Frequency class 'mips_01_05': 221/1366 (16.18%)

	Evaluation on validation data (628 items):
	at_At1g32440	mips_01	"putative pyruvate kinase, plastid isozyme (At1g32440)"
			mips_01_05
			mips_02
			mips_02_01
	at_At3g25960	mips_01	"putative pyruvate kinase"
			mips_01_05
			mips_02
			mips_02_01
	at_At3g55810	mips_01	"pyruvate kinase - like protein"
			mips_01_05
			mips_02
			mips_02_01
	at_At5g63680	mips_01	"pyruvate kinase"
			mips_01_05
			mips_02
			mips_02_01
	Validation Accuracy: 4/4 (100.00%)
	Validation Frequency class 'mips_01_05': 91/628 (14.49%)

	Evaluation on propertest data (1012 items):
	at_At5g08570	mips_01	"pyruvate kinase"
			mips_01_05
			mips_02
			mips_02_01
	at_At5g52920 -	mips_02	"pyruvate kinase"
			mips_02_01
	Propertest Accuracy: 1/2 (50.00%)
	Propertest Frequency class 'mips_01_05': 162/1012 (16.01%)

	New (unknown) data (628 items):


------------------