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

Table 4

The comparative experiments on balanced Strict_data dataset.

Methods	Sens	Spec	MCC	ACC	AUC
ANN [25]	0.749	0.736	0.485	0.742	0.742
SVM [26]	0.673	0.841	0.493	0.744	0.822
RF	0.738	0.841	0.554	0.776	0.776
KNN	0.558	0.739	0.302	0.648	0.648
FAD-BERT [19]	0.660	0.821	0.492	0.741	0.752
EECL [10]	0.765	0.776	0.540	0.770	0.770
Adapt_Kcr [40]	0.792	0.767	0.559	0.779	0.855
BERT4Bitter [20]	0.661	0.825	0.493	0.744	0.762
OUR	0.661	0.838	0.198	0.834	0.826