Table 6 Enron 5: results achieved by each filter
Classifiers | Sre (%) | Spr (%) | Lre (%) | Lpr (%) | \(\text{ Acc}_\mathrm{w}\) (%) | TCR | MCC | \(T\) (s) |
|---|---|---|---|---|---|---|---|---|
Basic NB | 90.22 | 98.81 | 97.33 | 80.22 | 92.28 | 9.200 | 0.832 | 48 |
MN TF NB | 88.59 | 100.00 | 100.00 | 78.12 | 91.89 | 8.762 | 0.832 | 54 |
MN Bool NB | 95.11 | 100.00 | 100.00 | 89.29 | 96.53 | 20.444 | 0.922 | 48 |
MV Bern NB | 98.10 | 91.86 | 78.67 | 94.40 | 92.47 | 9.436 | 0.814 | 48 |
Bool NB | 85.87 | 100.00 | 100.00 | 74.26 | 89.96 | 7.077 | 0.799 | 48 |
Gauss NB | 88.59 | 99.39 | 98.67 | 77.89 | 91.51 | 8.364 | 0.821 | 86 |
Flex Bayes | 91.58 | 98.54 | 96.67 | 82.39 | 93.05 | 10.222 | 0.845 | 92 |
SVM | 89.40 | 99.70 | 99.33 | 79.26 | 92.28 | 9.200 | 0.837 | 166 |
MDL | 99.73 | 98.39 | 96.00 | 99.31 | 98.65 | 52.571 | 0.967 | 48 |