Occam’s razor-based spam filter

Journal of Internet Services and Applications

Table 7 Enron 6: results achieved by each filter

Classifiers	Sre (%)	Spr (%)	Lre (%)	Lpr (%)	\(\text{ Acc}_\mathrm{w}\) (%)	TCR	MCC	\(T\) (s)
Basic NB	87.78	99.00	97.33	72.64	90.17	7.627	0.781	102
MN TF NB	75.78	99.42	98.67	57.59	81.50	4.054	0.651	118
MN Bool NB	93.33	97.45	92.67	82.25	93.17	10.976	0.828	102
MV Bern NB	96.00	92.31	76.00	86.36	91.00	8.333	0.753	106
Bool NB	66.67	99.67	99.33	49.83	74.83	2.980	0.572	102
Gauss NB	89.56	98.05	94.67	75.13	90.83	8.182	0.785	162
Flex Bayes	94.22	97.03	91.33	84.05	93.50	11.538	0.833	180
SVM	89.78	95.28	86.67	73.86	89.00	6.818	0.727	316
MDL	98.67	95.48	86.00	95.56	95.50	16.667	0.878	99