Table 3 Comparison of various exiting and CA-HACO-LF Methods.

From: AI-driven drug discovery using a context-aware hybrid model to optimize drug-target interactions

Parameter

BERT27

XGBoost28

KNN28

RF28

MultiTask

DNN29

CA-HACO-LF [Proposed]

Accuracy

0.97

0.80

0.77

0.72

0.88

0.986

Precision

0.968

0.73

0.83

0.63

0.84

0.985

Recall

0.963

0.87

0.62

0.87

0.86

0.986

F1Score

0.965

0.79

0.71

0.73

0.85

0.985

Cohen’s Kappa

0.9363

0.61

0.53

0.45

-

0.9658

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