Table 7.
Authors | Noiseless data | Imperfect data | Classifiers | Accuracy |
---|---|---|---|---|
Sharma et al., 2014 [19] | Two different classes | N/A | LS-SVM | 85% |
Sadati et al., 2006 [15] | A, D, and E | N/A | SVM, FBNN, ANFIS, and proposed ANFN | 85.9% |
Mohamed et al., 2013 [13] | A, B, C, D, and E | N/A | NB, MLP, k-NN, LDA, and SVM | 89.5% |
Liang et al., 2010 [44] | A, D, and E | N/A | PCA and GA | 80%–90% |
Tzallas et al., 2009 [11] | A, B, C, D, and E | N/A | ANN | 89% |
Proposed method | A, C, and E | A, C, and E | Ensemble NSC | 90% |