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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.