Table 5.

Detailed performance analysis of prediction model without random under-sampling.

	Class
	Desirable	Borderline_high	High	Very_High	Weighted Avg.
TP Rate	0.937	0.05	0.296	0.024	0.762
FP Rate	0.777	0.03	0.053	0.001	0.542
Precisionµ	0.78	0.493	0.573	0.133	0.669
Recallµ	0.937	0.451	0.396	0.024	0.735
F-Measureµ	0.851	0.279	0.349	0.04	0.676
PrecisionM	0.757	0.561	0.651	0.416	0.677
RecallM	0.832	0.59	0.503	0.366	0.713
MCC	0.328	0.247	0.195	0.055	0.299
AROC	0.748	0.631	0.738	0.507	0.731