Security Informatics

Table 10 J48 classifier’s results

	*Experiment*	*Leave*	*Size*	TP	FP	FN	*Precision*	*Recall*	F1
*Results from Train Model*
1.	Raw data per Author	40	79	73	56	69	0.57	0.51	0.54
2.	Categories	11	21	86	28	56	0.75	0.60	0.67
3.	Occurrences	3	5	103	32	39	0.76	0.73	0.74
4.	Categories & Occurrences	10	19	104	25	38	0.81	0.73	0.77
*Results from applying Train Model on test*
5.	Categories	11	21	101	33	153	0.75	0.40	0.52
6.	Occurrences	3	5	115	57	139	0.67	0.45	0.54
7.	Categories & Occurrences	10	19	102	33	152	0.76	0.40	0.52
*Results from Test Model*
8.	Categories	9	17	92	20	162	0.82	0.36	0.50
9.	Occurrences	3	5	115	57	139	0.67	0.45	0.54
10.	Categories & Occurrences	4	7	93	22	161	0.81	0.37	0.50