Table 3 Enron 2: results achieved by each filter
Classifiers | Sre (%) | Spr (%) | Lre (%) | Lpr (%) | \(\text{ Acc}_\mathrm{w}\) (%) | TCR | MCC | \(T\) (s) |
|---|---|---|---|---|---|---|---|---|
Basic NB | 80.00 | 97.56 | 99.31 | 93.53 | 94.38 | 4.545 | 0.850 | 150 |
MN TF NB | 75.33 | 96.58 | 99.08 | 92.13 | 93.02 | 3.659 | 0.812 | 166 |
MN Bool NB | 76.00 | 98.28 | 99.54 | 92.36 | 93.53 | 3.947 | 0.827 | 150 |
MV Bern NB | 66.00 | 81.82 | 94.97 | 89.06 | 87.56 | 2.055 | 0.657 | 152 |
Bool NB | 95.33 | 81.25 | 92.45 | 98.30 | 93.19 | 3.750 | 0.836 | 150 |
Gauss NB | 75.33 | 98.26 | 99.54 | 92.16 | 93.36 | 3.846 | 0.823 | 208 |
Flex Bayes | 64.00 | 97.96 | 99.54 | 88.96 | 90.46 | 2.679 | 0.743 | 220 |
SVM | 90.67 | 90.67 | 96.80 | 96.80 | 95.23 | 5.357 | 0.875 | 401 |
MDL | 91.33 | 99.28 | 99.77 | 97.10 | 97.31 | 10.714 | 0.937 | 148 |