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Table 9 Experimental results comparison of existing vs. proposed models

From: Optimizing protein sequence classification: integrating deep learning models with Bayesian optimization for enhanced biological analysis

Technique

Specificity%

Accuracy%

Sensitivity%

MCC%

Existing CNN

85.84

89.27

89.78

81.47

Existing CNN-LSTM

87.37

90.17

88.98

88.35

Proposed Hybrid Model

94.65

96.57

95.67

96.85