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Table 7 Performance analysis of the classifiers (confusion matrix). Classification with categories from MAN were analysed by a 100 times 5-fold cross-validation. The result is represented as a confusion matrix.

From: Annotation of protein residues based on a literature analysis: cross-validation against UniProtKb

Actual Prediction
  BINDING GEN_BIOL CELL CHEM_MOD GEN_ENG ENZ_ACT STR_COMP STR_MOD
BINDING 1,772 762 28 93 165 26 546 0
GEN_BIOL 560 15,815 525 1,496 4,514 159 1,714 65
CELL 96 1,167 836 150 325 91 67 0
CHEM_MOD 38 1,103 12 3,742 761 79 546 25
GEN_ENG 144 2,556 126 510 1,820 46 480 35
ENZ_ACT 33 338 80 201 226 324 457 0
STR_COMP 160 783 64 551 592 35 4,914 11
STR_MOD 1 91 1 129 125 0 21 43