Table 9 Comparative analysis of computational time.
Method | Selected features | SVM | LDA | RF | KNN | ZeroR |
|---|---|---|---|---|---|---|
None | 1000 | 8.18 | 2.34 | 8.22 | 1.91 | 0 |
DE | 119 | 2.47 | 1.37 | 3.98 | 0.99 | 0 |
JA | 103 | 1.76 | 0.90 | 2.24 | 0.48 | 0 |
AJA | 92 | 1.37 | 0.75 | 1.99 | 0.34 | 0 |
IMOWOA | 83 | 1.30 | 0.72 | 1.90 | 0.31 | 0 |
Method | Selected features | SVM | LDA | RF | KNN | ZeroR |
|---|---|---|---|---|---|---|
None | 1000 | 8.18 | 2.34 | 8.22 | 1.91 | 0 |
DE | 119 | 2.47 | 1.37 | 3.98 | 0.99 | 0 |
JA | 103 | 1.76 | 0.90 | 2.24 | 0.48 | 0 |
AJA | 92 | 1.37 | 0.75 | 1.99 | 0.34 | 0 |
IMOWOA | 83 | 1.30 | 0.72 | 1.90 | 0.31 | 0 |