Table 3. Statistical results of the average of 10 iterations of the three models.
Dataset | F1 score-DTPs | Recall Ratio-DTPs | Precision-NDTPs | |
---|---|---|---|---|
SAE-BSVM | Training | 0.349(0.179) | 1(0) | 1(0) |
Testing | 0.234(0.013) | 0.712(0.101) | 0.587(0.027) | |
Wrapper-BSVM | Training | 0.179(0.087) | 0.482(0.131) | 0.926(0.006) |
Testing | 0.169(0.016) | 0.451(0.141) | 0.923(0.006) | |
Origin-BSVM | Training | 1(0) | 1(0) | 1(0) |
Testing | 0(0) | 0(0) | 0.91(0) |