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Table 8 Number of new transcripts with housekeeping probability

From: Mining housekeeping genes with a Naive Bayes classifier

Housekeeping probability ≥ 90% > 50% ≤ 50% ≤ 10%
Predicted class HK HK TS TS
Human 1342 (3%) 5570 (12%) 40151 (87%) 20686 (45%)
Mouse 3375 (11%) 8001 (25%) 23534 (75%) 16367 (52%)
Drosophila 287 (1%) 3410 (17%) 16606 (83%) 11780 (59%)
  1. HK = housekeeping, TS = tissue specific. The values between parentheses represent the percentage over the entire set of transcripts for the given species. For human and fruit fly: unsupervised discretisation (with equal frequency binning) + AODE algorithm for classification; for mouse: supervised discretisation + classic Naive Bayes algorithm for classification.