Table 4 Enron 3: results achieved by each filter
Classifiers | Sre (%) | Spr (%) | Lre (%) | Lpr (%) | \(\text{ Acc}_\mathrm{w}\) (%) | TCR | MCC | \(T\) (s) |
|---|---|---|---|---|---|---|---|---|
Basic NB | 58.00 | 100.00 | 100.00 | 86.45 | 88.59 | 2.381 | 0.708 | 52 |
MN TF NB | 62.00 | 100.00 | 100.00 | 87.58 | 89.67 | 2.632 | 0.737 | 60 |
MN Bool NB | 60.00 | 100.00 | 100.00 | 87.01 | 89.13 | 2.500 | 0.723 | 52 |
MV Bern NB | 100.00 | 85.23 | 93.53 | 100.00 | 95.29 | 5.769 | 0.893 | 52 |
Bool NB | 95.33 | 87.73 | 95.02 | 98.20 | 95.11 | 5.556 | 0.881 | 52 |
Gauss NB | 55.33 | 97.65 | 99.50 | 85.65 | 87.50 | 2.174 | 0.676 | 82 |
Flex Bayes | 52.67 | 97.53 | 99.50 | 86.78 | 72.83 | 2.055 | 0.656 | 90 |
SVM | 91.33 | 96.48 | 98.76 | 96.83 | 96.74 | 8.333 | 0.917 | 159 |
MDL | 90.00 | 100.00 | 100.00 | 96.40 | 97.28 | 10.000 | 0.931 | 52 |