Rule-Based Knowledge Acquisition Method for Promoter Prediction in Human and Drosophila Species

Table 6

Comparisons of training and test accuracies (ACC, %), sensitivity (SN), specificity (SP), and MCC for the DP dataset.

Method	No. of used features (𝐶, 𝛾)	10-CV DPL				Independent test DPT
		ACC	SN	SP	MCC	ACC	SN	SP	MCC
SVM-GSD	36 (2^2, 2)	95.1	0.956	0.946	0.902	89.2	0.789	0.996	0.802
SVM-4mer	128 (2^3, 2^−6)	96.4	0.960	0.967	0.952	94.6	0.912	0.981	0.830
SVM-RBS	31 (2^7, 1)	95.3	0.959	0.946	0.906	80.5	0.612	0.996	0.660
PromHD	74 (2^4, 1)	99.3	0.996	0.990	0.986	97.5	0.961	0.988	0.949