Table 8.

Results of self-consistency and jackknife tests in prediction of five subclasses

Test	Method	Rate of correct prediction for each RBD subclasses					Overall rate of accuracy
		7s (%)	Double-stranded (%)	mRNA (%)	rRNA (%)	tRNA (%)
Self-consistency	RF	100	100	100	100	100	100
	Reduced-RF	100	100	100	100	100	100
	SVM	100	100	100	100	100	100
	Reduced-SVM	100	100	100	100	87.50	97.56
	MCRLR	100	100	100	100	100	100
	Reduced-MCRLR	100	100	100	100	100	100
Jackknife	RF	60.00	81.25	63.64	44.83	37.50	54.88
	Reduced-RF	70.00	81.25	81.82	44.83	37.50	58.54
	SVM	40.00	87.50	54.55	79.31	50.00	67.07
	Reduced-SVM	50.00	87.50	45.45	79.31	43.75	65.84
	MCRLR	60.00	100	54.55	65.52	31.25	63.41
	Reduced-MCRLR	50.00	87.50	45.45	65.52	43.75	60.98