Table 2 Enron 1: results achieved by each filter
Classifiers | Sre (%) | Spr (%) | Lre (%) | Lpr (%) | \(\text{ Acc}_\mathrm{w}\) (%) | TCR | MCC | \(T\) (s) |
|---|---|---|---|---|---|---|---|---|
Basic NB | 91.33 | 85.09 | 93.48 | 96.36 | 92.86 | 4.054 | 0.831 | 84 |
MN TF NB | 82.00 | 73.21 | 87.77 | 92.29 | 86.10 | 2.083 | 0.676 | 94 |
MN Bool NB | 82.67 | 60.19 | 77.72 | 91.67 | 79.15 | 1.389 | 0.560 | 84 |
MV Bern NB | 72.67 | 60.56 | 80.71 | 87.87 | 78.38 | 1.339 | 0.508 | 84 |
Bool NB | 96.00 | 52.55 | 64.67 | 97.54 | 73.75 | 1.103 | 0.551 | 84 |
Gauss NB | 85.33 | 89.51 | 95.92 | 94.13 | 92.86 | 4.054 | 0.824 | 126 |
Flex Bayes | 86.67 | 88.44 | 95.38 | 94.61 | 92.86 | 4.054 | 0.825 | 132 |
SVM | 83.33 | 87.41 | 95.11 | 93.33 | 91.70 | 3.488 | 0.796 | 248 |
MDL | 92.00 | 92.62 | 97.01 | 96.75 | 95.56 | 6.552 | 0.892 | 83 |