BERT-PPII: The Polyproline Type II Helix Structure Prediction Model Based on BERT and Multichannel CNN

Table 5

The comparative experiments on balanced NonStrict_data dataset.

Methods	Sens	Spec	MCC	ACC	AUC
ANN [25]	0.701	0.734	0.435	0.717	0.742
SVM [26]	0.629	0.789	0.423	0.709	0.822
RF	0.681	0.810	0.490	0.746	0.746
KNN	0.636	0.639	0.275	0.637	0.648
FAD-BERT [19]	0.581	0.797	0.411	0.732	0.733
EECL [10]	0.748	0.724	0.472	0.736	0.736
Adapt_Kcr [40]	0.751	0.736	0.487	0.744	0.823
BERT4Bitter [20]	0.590	0.798	0.397	0.695	0.743
OUR	0.559	0.833	0.219	0.824	0.826