Surprise scores for KKNN validation

Name	Poly 1	Poly 2	Poly 3	Bayes
ABC_transporters	0.632	0.691	0.632	0.632
C-compound_and_carbohydrate_metabolism	4.05	1.96	1.37	0.693
C-compound_and_carbohydrate_utilization	7.42	8.81	7.41	0.693
C-compound_carbohydrate_transport	3.18	4.81	5.9	4.44
CELLULAR_BIOGENESIS_Xproteins_are_not_localized_to_the_corresponding_organelleY	0.148	0.281	0.355	0.964
CELLULAR_ORGANIZATION_Xproteins_are_localized_to_the_corresponding_organelleY	4.14	3.02	1.15	0.693
CELL_GROWTH_CELL_DIVISION_AND_DNA_SYNTHESIS	9.49	8.21	4.69	0.693
CELL_RESCUE_DEFENSE_CELL_DEATH_AND_AGEING	3.26	1.7	0.694	0.782
DNA_repair_Xdirect_repair_base_excision_repair_and_nucleotide_excision_repairY	0.827	0.768	0.486	0.614
DNA_synthesis_and_replication	3.25	3.75	5.03	0.471
ENERGY	2.66	1.1	0.693	6.11
INTRACELLULAR_TRANSPORT	2.5	3.73	1.94	0.908
IONIC_HOMEOSTASIS	5.48	3.75	2.52	3.55
METABOLISM	7.46	5.85	3.34	0.693
PROTEIN_DESTINATION	2.31	3.12	4	1.94
PROTEIN_SYNTHESIS	8.73	12.6	23.6	2.92
RNA_transport	0.299	0.377	0.457	2.38
TRANSCRIPTION	0.832	0.693	0.693	5.61
TRANSPORT_FACILITATION	6.14	3.43	2.11	1.24
amino-acid_biosynthesis	1.07	1.07	1.07	0.672
amino-acid_degradation_XcatabolismY	4.7	3.95	3.95	0.55
amino-acid_metabolism	1.74	1.75	1.24	1.21
amino-acid_transport	0.675	0.675	0.675	0.478
amino-acid_transporters	0.691	0.691	0.691	0.55
anion_transporters_XCl_SO4_PO4_etc.Y	0.00821	0.0265	0.0265	0.176
assembly_of_protein_complexes	0.0761	0.632	1.06	0.683
biogenesis_of_cell_wall_Xcell_envelopeY	0.0568	0.402	0.546	0.961
biogenesis_of_chromosome_structure	0.0252	0.0559	0.112	0.478
biogenesis_of_cytoskeleton	0.0159	0.000274	0.0159	0.222
biosynthesis_of_vitamins_cofactors_and_prosthetic_groups	0.659	0.595	0.352	0.659
breakdown_of_lipids_fatty_acids_and_isoprenoids	0.38	0.38	0.38	0.38
budding_cell_polarity_and_filament_formation	1.77	0.677	0.462	2.04
cell_cycle_check_point_proteins	0.204	0.112	0.331	0.478
cell_cycle_control_and_mitosis	3.68	4.74	4.8	3.24
cell_death	0.38	0.38	0.38	0.38
cell_growth	0.553	0.654	0.654	0.677
cellular_import	3.87	4.25	4.43	2.75
chromatin_modification	4.81e-06	0.678	0.678	0.692
cytokinesis	0.456	0.456	0.456	0.669
cytoplasmic_degradation	3.71	5.23	8.06	9.88
cytoskeleton-dependenttransport	0.112	0.204	0.112	0.204
deoxyribonucleotide_metabolism	0.566	0.566	0.566	0.176
detoxificaton	1.45	1.45	0.687	2.72
drug_transporters	0.00821	0.0738	0.00821	0.352
endosomal_organization	0.000534	2.11e-10	1.73e-09	0.352
extracellular_transport_XsecretionY	0.0335	0.7	0.211	0.456
fermentation	0.723	1.46	1.33	4.82
general_transcription_activities	0.693	0.693	0.693	0.686
glycolysis_and_gluconeogenesis	1.76	1.45	2.69	8.24
glyoxylate_cycle	0.38	0.38	0.38	0.38
homeostasis_of_metal_ions	0.693	0.679	0.426	3.02
homeostasis_of_other_ions	1.61	4.91	6.01	3.02
intracellular_communication	1.13	0.561	0.752	0.682
ion_transporters	4.06	2.72	1.45	0.682
lipid_and_fatty-acid_transport	0.686	0.686	0.653	0.456
lipid_fatty-acid_and_isoprenoid_biosynthesis	2.9	3.62	4.7	0.921
lipid_fatty-acid_and_isoprenoid_metabolism	3.93	3.27	1.94	0.702
lipid_fatty-acid_and_isoprenoid_utilization	0.553	0.476	0.476	0.614
lipid_transporters	0.511	0.511	0.511	0.0423
lysosomal_and_vacuolar_degradation	0.566	0.566	0.566	0.352
mRNA_processing_X5-_3-end_processing_mRNA_degradationY	0.304	0.00762	0.0698	0.226
mRNA_processing_XsplicingY	3.32	0.687	0.691	0.679
mRNA_synthesis	0.693	0.693	0.693	7.58
mRNA_transcrition	0.706	0.693	0.693	7.96
meiosis	0.596	0.679	0.69	0.596
metabolism_of_cyclic_and_unusual_nucleotides	0.478	0.605	0.675	0.675
metabolism_of_energy_reserves_Xglycogen_trehaloseY	0.693	0.644	0.644	0.663
metabolism_of_vitamins_cofactors_and_prosthetic_groups	0.678	0.612	0.338	0.678
metal_ion_transporters_XCu_Fe_etc.Y	0.692	0.692	0.692	0.613
mitochondrial_biogenesis	0.0154	0.124	0.0154	0.124
mitochondrial_organization	6.89	11.6	11	13.5
mitochondrial_transport	1.21	1.93	2.97	3.76
morphogenesis	0.0039	4.89e-07	8.91e-06	0.478
nitrogen_and_sulphur_metabolism	3.25	2.43	3.15	0.672
nitrogen_and_sulphur_transport	0.176	0.352	0.352	0.566
nitrogen_and_sulphur_utilization	3.78	3.36	3.36	0.69
nuclear_biogenesis	0.352	0.352	0.352	0.352
nuclear_organization	2.28	0.698	0.693	1.02
nuclear_transport	0.121	0.572	0.653	0.69
nucleotide_metabolism	0.327	0.661	0.622	1.4
nucleotide_transport	NaN	NaN	NaN	NaN
nutritional_response_pathway	0.331	0.331	0.478	0.331
organization_of_Golgi	1.07	0.723	1.07	0.603
organization_of_cell_wall	0.675	0.675	0.675	0.478
organization_of_centrosome	0.216	0.439	0.55	0.55
organization_of_chromosome_structure	2.31	2.47	2.9	0.69
organization_of_cytoplasm	14.4	25.9	23.9	0.904
organization_of_cytoskeleton	1.51	2.34	3.32	0.603
organization_of_endoplasmatic_reticulum	8.67	9.31	15.7	9.21
organization_of_intracellular_transport_vesicles	0.302	0.384	0.466	0.602
organization_of_plasma_membrane	7.47	4.15	4.15	1.77
other_cation_transporters_XNa_K_Ca_NH4_etc.Y	4.02	3.6	2.23	0.659
other_cell_rescue_activities	0.142	0.38	0.38	0.38
other_cellular_organization	0.204	0.204	0.331	0.605
other_energy_generation_activities	0.352	0.566	0.566	0.176
other_intracellular-transport_activities	0.531	0.686	0.692	2.71
other_lipid_fatty-acid_and_isoprenoid_metabolism_activities	0.339	0.339	0.644	0.511
other_morphogenetic_activities	0.00581	5.45e-08	2.99e-07	0.511
other_nutritional-response_activities	0.352	0.566	0.566	0.0738
other_pheromone_response_activities	0.511	0.644	0.644	0.644
other_protein-synthesis_activities	0.0961	0.339	0.511	0.339
other_proteolytic_degradation	0.352	0.352	0.566	0.0265
other_signal-transduction_activities	0.352	0.566	0.566	0.352
other_transcription_activities	0.439	0.55	0.676	0.55
other_transport_facilitators	0.541	0.466	0.645	2.46
pentose-phosphate_pathway	0.566	0.566	0.566	0.176
peroxisomal_organization	0.786	0.225	0.595	1.83
peroxisomal_transport	0.321	0.439	0.676	0.55
pheromone_response_generation	2.93	4.11	4.11	0.675
pheromone_response_mating-type_determination_sex-specific_proteins	1.26	0.693	0.69	0.649
phosphate_metabolism	0.00063	0.00166	0.216	0.439
phosphate_transport	0.0095	0.0095	0.0095	0.0409
phosphate_utilization	0.0166	0.0166	0.339	0.511
polynucleotide_degradation	0.0559	0.0559	0.112	0.605
protein_folding_and_stabilization	0.637	0.637	0.637	0.592
protein_targeting_sorting_and_translocation	0.46	0.251	0.337	2.8
proteolysis	5.34	7.13	12.2	8.51
purine-ribonucleotide_metabolism	1.02	2.54	2.54	0.614
purine_and_pyrimidine_transporters	0.566	0.566	0.566	0.566
pyrimidine-ribonucleotide_metabolism	0.398	0.566	0.625	3.28
rRNA_processing	3.08	3.08	1.6	3.15
rRNA_synthesis	0.716	1.61	1.43	0.449
rRNA_transcription	4.11	8.22	8.28	5.07
recombination_and_DNA_repair	0.738	0.637	0.666	2.35
regulation_of_C-compound_and_carbohydrate_utilization	0.772	0.688	0.692	2.95
regulation_of_amino-acid_metabolism	0.16	1.02	0.553	0.879
regulation_of_lipid_fatty-acid_and_isoprenoid_biosynthesis	0.439	0.632	0.632	0.439
regulation_of_nitrogen_and_sulphur_utilization	0.31	0.0601	0.224	0.224
regulation_of_nucleotide_metabolism	1.77e-06	1.44e-07	0.644	0.0853
regulation_of_phosphate_utilization	0.00821	0.0265	0.352	0.352
respiration	1.85	4.05	4.03	3.34
ribosomal_proteins	16.7	22.8	32.6	9.94
sporulation_and_germination	0.223	0.579	0.687	2.31
stress_response	4.51	2.25	1.24	0.687
sugar_and_carbohydrate_transporters	3.18	4.81	5.9	4.44
tRNA-synthetases	0.6	0.16	0.39	0.654
tRNA_modification	0.339	0.339	0.644	0.511
tRNA_processing	0.163	2.46	2.46	0.645
tRNA_synthesis	6.9e-05	0.0984	0.224	0.31
tRNA_transcription	0.297	2.07	1.35	0.651
transcriptional_control	0.838	0.55	0.55	7.36
translation_Xinitiation_elongation_and_terminationY	1.01	0.702	0.82	0.687
translational_control	0.157	0.0652	0.157	0.566
transport_ATPases	4.93	5.76	6.01	3.32
tricarboxylic-acid_pathway	0.478	0.605	0.478	0.478
utilization_of_vitamins_cofactors_and_prosthetic_groups	NaN	NaN	NaN	NaN
vacuolar_and_lysosomal_biogenesis	0.0041	7.33e-06	2.11e-06	0.632
vacuolar_and_lysosomal_organization	0.67	0.48	0.00275	0.669
vacuolar_transport	0.426	0.0888	0.0405	0.687
vesicular_transport_XGolgi_network_etc.Y	0.659	0.651	0.685	0.674