Mining housekeeping genes with a Naive Bayes classifier

BMC Genomics

Table 6 Naive Bayes classifier performance with unsupervised discretisation

		Precision	Recall	F Measure	Success Rate	Root Mean Squared Error
Human	HK	93.0	90.3	91.6	97.49 ± 0.14	0.13 ± 0.01
	TS	98.3	98.8	98.5
Mouse	HK	83.3	79.6	81.4	92.57 ± 0.2	0.24 ± 0.01
	TS	94.7	95.8	95.2
Fruit fly	HK	63.2	60.0	61.5	87.46 ± 0.34	0.32 ± 0.01
	TS	92.3	93.2	92.8

HK = housekeeping, TS = tissue specific. Discretisation: unsupervised with equal frequency binning. See the Methods section for the definition of Precision, Recall, F Measure and Success Rate.

ISSN: 1471-2164