Table 5.

Classifications Obtained With the Model

Process Annotate genes Reclassifications for known genes (correct) Classifications for unknown genes
Ion homeostasis44 (4)4
Protein targeting68 (6)2
Blood coagulation1013 (10)34
DNA metabolism1933 (19)28
Intracellular signaling cascade2639 (25)14
Energy pathways66 (6)0
Cell cycle4766 (44)38
Oncogenesis1741 (17)31
Circulation1517 (15)3
Cell death1622 (16)26
Developmental processes1523 (15)21
Transcription5261 (47)88
Defense (immune) response3744 (32)20
Cell adhesion3032 (29)19
Stress response1726 (17)22
Protein metabolism and modification3345 (33)35
Cell motility3240 (29)21
Cell surface receptor linked signal transduction2738 (26)34
Lipid metabolism2644 (25)45
Transport2230 (22)19
Cell organization and biogenesis3340 (30)13
Cell proliferation5360 (46)30
Amino acid and derivative metabolism66 (6)2

[i] Summary of reclassification of known genes and classification of unknown genes to the 23 broad biological function classes by using the model evaluated in Table 4.