Improved protein-protein interactions prediction via weighted sparse representation model combining continuous wavelet descriptor and PseAA composition

Table 3 5-fold cross validation result obtained in predicting Human PPIs dataset

Classification model	Testing set	Accu.(%)	Prec.(%)	Sen.(%)	MCC(%)
WSRC	1	95.53	99.14	91.17	91.35
	2	95.89	98.61	92.59	92.06
	3	95.22	99.19	91.09	90.86
	4	95.83	98.74	92.31	91.94
	5	95.22	99.04	91.08	90.85
	Average	95.54 ± 0.32	98.95 ± 0.25	91.65 ± 0.74	91.41 ± 0.58
SVM	1	87.68	87.60	85.64	78.26
	2	87.56	88.04	85.18	78.10
	3	87.68	88.66	86.14	78.38
	4	90.07	89.54	89.31	82.05
	5	87.63	89.92	84.05	78.23
	Average	88.13 ± 1.09	88.75 ± 0.98	86.06 ± 1.97	79.00 ± 1.71

ISSN: 1752-0509