Table 5 Enron 4: results achieved by each filter
Classifiers | Sre (%) | Spr (%) | Lre (%) | Lpr (%) | \(\text{ Acc}_\mathrm{w}\) (%) | TCR | MCC | \(T\) (s) |
|---|---|---|---|---|---|---|---|---|
Basic NB | 95.33 | 100.00 | 100.00 | 87.72 | 96.50 | 21.429 | 0.914 | 52 |
MN TF NB | 94.00 | 100.00 | 100.00 | 84.75 | 95.50 | 16.667 | 0.893 | 60 |
MN Bool NB | 97.11 | 100.00 | 100.00 | 92.02 | 97.83 | 34.615 | 0.945 | 52 |
MV Bern NB | 98.22 | 100.00 | 100.00 | 94.94 | 98.67 | 56.250 | 0.966 | 52 |
Bool NB | 98.00 | 100.00 | 100.00 | 94.34 | 98.50 | 50.000 | 0.962 | 52 |
Gauss NB | 94.22 | 100.00 | 100.00 | 85.23 | 95.67 | 17.308 | 0.896 | 84 |
Flex Bayes | 95.78 | 100.00 | 100.00 | 88.76 | 96.83 | 23.684 | 0.922 | 91 |
SVM | 98.89 | 100.00 | 100.00 | 96.77 | 99.17 | 90.000 | 0.978 | 161 |
MDL | 97.11 | 100.00 | 100.00 | 92.02 | 97.83 | 34.615 | 0.945 | 51 |