Novel Numerical Characterization of Protein Sequences Based on Individual Amino Acid and Its Application

Table 4

Comparison of Jackknife Accuracies of Different Classification and algorithm.

Dataset	Algorithm	Accuracy (%)
		All-	All-			Overall
639 domains (25% sequence identity)	SVM [33]	73.91	61.04	81.92	33.92	62.34
	IB1 [33]	53.62	46.10	68.93	34.50	50.94
	C4.5 [33]	59.42	49.35	58.19	28.65	48.44
	Naive Bayes [33]	55.07	62.34	80.26	19.88	54.38
	Logistic regression [33]	69.57	58.44	61.58	29.82	54.06
	-NN [20]	54.35	36.36	77.97	37.06	51.96
	Our method	54.71	62.87	72.32	53.37	60.82