The Design of Academic Programs Using Rough Set Association Rule Mining

Table 11

Detailed accuracy by PEO category.

Class	TP	Rate	FP rate	Precision	Recall	F-measure	MCC area	ROC area
C_D	0.75	0	1.00	0.75	0.86	0.86	1.00	0.83
P	0.83	0.02	0.90	0.83	0.86	0.84	0.981	0.91
G_S	0.60	0.004	0.86	0.60	0.71	0.71	0.98	0.77
S	0.89	0.02	0.89	0.89	0.89	0.88	1.00	0.96
L_L_L	0.96	0.10	0.73	0.96	0.83	0.78	0.96	0.81
L	0.48	0	1.00	0.43	0.61	0.65	0.97	0.68
E	0.90	0	0.90	0.90	0.90	0.89	0.99	0.96
T	0.90	0.06	0.70	0.90	0.78	0.75	0.96	0.69
C	0.54	0	0.86	0.55	0.67	0.67	0.97	0.70
T_C	0.70	0	1	0.70	0.82	0.83	0.99	0.84
K_C	0	0	0.6	0.60	0.60	0.70	0.70	0.40
Weight average	0.80	0.03	0.8	0.80	0.80	0.78	0.98	0.82