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Table 1 Selected GO‐BP categories with high precision values

From: Prediction of Drosophila melanogaster gene function using Support Vector Machines

Category names Size Max‐prec‐40
Detection of external stimulus GO 0009581 36 1.000
Detection of light stimulus GO 0009583 28 1.000
Rhodopsin mediated phototransduction GO 0009586 14 1.000
Detection of stimulus GO 0051606 38 0.964
Chitin metabolism GO 0006030 25 0.958
Regulation of mitosis GO 0007088 21 0.938
Phototransduction GO 0007602 25 0.938
Fatty acid oxidation GO 0019395 20 0.929
Oxidative phosphorylation GO 0006119 68 0.919
ATP synthesis coupled electron transport sensu Eukaryota GO 0042775 22 0.917
Cell matrix adhesion GO 0007160 25 0.909
ATP synthesis coupled electron transport GO 0042773 22 0.906
Segment specification GO 0007379 21 0.900
Interphase of mitotic cell cycle GO 0051329 16 0.900
Cell substrate adhesion GO 0031589 25 0.875
Homophilic cell adhesion GO 0007156 16 0.854
Regulation of exocytosis GO 0017157 20 0.850
Aerobic respiration GO 0009060 31 0.845
Response to light stimulus GO 0009416 33 0.839
Chromosome condensation GO 0030261 27 0.833
Sphingolipid metabolism GO 0006665 12 0.833
Neuromuscular junction development GO 0007528 19 0.833
Chromatin assembly GO 0031497 20 0.833
Nuclear import GO 0051170 33 0.817
Glucosamine metabolism GO 0006041 27 0.813
N acetylglucosamine metabolism GO 0006044 27 0.813
SRP dependent cotranslational protein targeting to membrane GO 0006614 12 0.813
RNA transport GO 0050658 14 0.800
Membrane lipid biosynthesis GO 0046467 20 0.792
DNA amplification GO 0006277 19 0.788
Chorion gene amplification GO 0007307 18 0.783
DNA dependent DNA replication GO 0006261 53 0.776
response to radiation GO 0009314 37 0.774
Ribosome biogenesis GO 0007046 18 0.771
Regulation of DNA metabolism GO 0051052 13 0.771
Ventral cord development GO 0007419 14 0.767
Protein targeting to membrane GO 0006612 12 0.750
Neuron recognition GO 0008038 12 0.750
Protein targeting to ER GO 0045047 12 0.750
  1. Each one of these 39 categories has a fold‐average precision‐at‐40 (i.e. that corresponds to recall value = 0.4) equal or larger than 0.75. The number of genes in the dataset annotated with a category is also shown. Bold fonts are used for the 24 GO‐BP categories that show minimal redundancy with genes found in other categories.