Review Article
A Survey of Computational Intelligence Techniques in Protein Function Prediction
Table 7
Summary of computational intelligence techniques in prediction of membrane protein.
| | Reference | CI techniques | Performance | Datasets |
| | [112] | -NN | Overall accuracy: 92.6% | PSSM and pseudoamino acid composition | | [113] | -NN | Overall accuracy: 87.65% | Protein sequence and PPI data | | [114] | Fuzzy -NN | Overall accuracy: 95.7% | Pseudoamino acid composition | | [22] | OET--NN | Overall accuracy: 91.6% | Pseudoamino acid composition | | [115] | SVM | Overall accuracy: 90.1% | Protein sequence | | [116] | Discriminant analysis | Overall accuracy: 86.5% | Protein sequence information | | [117] | Ensemble classifier | Overall accuracy: 91.2% | Pseudoamino acid composition and the approximate entropy |
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