Model-1* Model-2*
Classification tree models Learn Test Learn Test
N (1,40,427) 70,207 70,220 70,207 70,220
Average Log Likelihood -0.19 -0.185 -0.177 -0.172
ROC (Area Under Curve) 0.789 0.782 0.83 0.827
Misclass Rate Overall 0.059 0.056 0.059 0.056
Class. Accuracy 0.661 0.66 0.646 0.643
Specificity 72.60% 72.59% 62.92% 62.71%
Sensitivity 70.25% 67.45% 91.57% 90.36%
Overall % Correct Classification 66.03% 64.26%