Research Article
Novel Numerical Characterization of Protein Sequences Based on Individual Amino Acid and Its Application
Table 4
Comparison of Jackknife Accuracies of Different Classification and algorithm.
| Dataset | Algorithm | Accuracy (%) | All- | All- | | | Overall |
| 639 domains (25% sequence identity) | SVM [33] | 73.91 | 61.04 | 81.92 | 33.92 | 62.34 | IB1 [33] | 53.62 | 46.10 | 68.93 | 34.50 | 50.94 | C4.5 [33] | 59.42 | 49.35 | 58.19 | 28.65 | 48.44 | Naive Bayes [33] | 55.07 | 62.34 | 80.26 | 19.88 | 54.38 | Logistic regression [33] | 69.57 | 58.44 | 61.58 | 29.82 | 54.06 | -NN [20] | 54.35 | 36.36 | 77.97 | 37.06 | 51.96 | Our method | 54.71 | 62.87 | 72.32 | 53.37 | 60.82 |
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