Table 5.
Feature Selector | Statistics | Precision | Recall | F1-Score | Accuracy |
---|---|---|---|---|---|
iNCA | Minimum | 98.536 | 98.534 | 98.535 | 98.534 |
Maximum | 99.078 | 99.077 | 99.077 | 99.077 | |
Average | 98.810 | 98.806 | 98.808 | 98.806 | |
iChi2 | Minimum | 98.915 | 98.914 | 98.914 | 98.914 |
Maximum | 99.133 | 99.132 | 99.132 | 99.131 | |
Average | 99.026 | 99.023 | 99.024 | 99.023 | |
iMRMR | Minimum | 98.489 | 98.154 | 98.322 | 98.154 |
Maximum | 98.914 | 98.914 | 98.914 | 98.914 | |
Average | 98.535 | 98.534 | 98.534 | 98.534 |
iNCA: iterative neighborhood component analysis; iChi2: iterative chi-square; iMRMR: iterative maximum relevance–minimum redundancy.