Computational reconstruction of proteome-wide protein interaction networks between HTLV retroviruses and Homo sapiens

Table 2 10-fold cross validation performance estimation on the dataset S1

	Multi-instance AdaBoost			Multi-instance AdaBoost Novel			Single-instance AdaBoost
	SP	SE	MCC	SP	SE	MCC	SP	SE	MCC
*Positive (interaction)*	0.7647	0.8387	0.6498	0.7011	0.7871	0.5611	0.6784	0.7484	0.5192
*Negative (non-interaction)*	0.8214	0.7419	0.6397	0.7574	0.6645	0.5416	0.7194	0.6452	0.5001
[ *Acc; MCC* ]	[79.03%; 0.6426]			[72.58%; 0.5487]			[69.58%;0.5080]
[ *ROC* - *AUC; PR* - *AUC* ]	[ 0.8210; 0.7743]			[ 0.7846; 0.7521]			[ 0.7655; 0.6971]
*F1 score*	0.80			0.74			0.71

ISSN: 1471-2105