A Survey of Computational Intelligence Techniques in Protein Function Prediction

Table 5

Summary of computational intelligence techniques in prediction of catalytic residue.

Reference	CI techniques	Performance	Datasets
[96]	ANN	Accuracy: 69%	Features of amino acid sequence and structure
[97]	GA with ANN	Accuracy: 91.2%	Residue properties
[98]	SVM	Accuracy: 86%	Sequence and structural properties
[99]	SVM	Recall: 61%	Protein structure
[100]	SVM	Accuracy: 88.6%–95.76%	Sequence and structural properties
[101]	SVM	MCC: 0.74, sensitivity: 0.76, and specificity: 0.51	Structural features of a protein