Model 1 Coefficient Summary Predictor Intercept Edu Parent1 Edu Parent2 White Asian Estimate Confidence Interval: Lower Confidence Interval: Upper Odds Standard Error Chi2-Statistic P-Value -20.0884 -21.2868 -18.8900 0.0000 0.6114 1079.4369 0.0000 -0.1297 -0.1911 -0.0683 0.8784 0.0313 17.1615 0.0000 -0.0479 -0.1116 0.0158 0.9532 0.0325 2.1721 0.1405 -0.2652 -0.4649 -0.0654 0.7671 0.1019 6.7674 0.0093 -0.0235 -0.2650 0.2179 0.9767 0.1232 0.0365 0.8485 HSGPA 3.3126 3.0440 3.5812 27.4565 0.1371 584.0870 0.0000 SAT/ACT 0.0071 0.0064 0.0077 1.0071 0.0003 410.5878 0.0000 Gender F -0.0991 -0.2681 0.0698 0.9056 0.0862 1.3221 0.2502 College Arts & Letters -0.4398 -0.6503 -0.2294 0.6441 0.1074 16.7781 0.0000 College Math & Science -0.4672 -0.6775 -0.2569 0.6268 0.1073 18.9523 0.0000 Model 1 Classification Confusion Matrix Summary Actual\Predicted 0 1 3126 358 535 954, Error Report Class #Cases #Errors %Error 0 3484 358 10.2755 1 1489 535 35.9302 Overall 4973 893 17.957 Metrics Metric Value Accuracy (#correct) 4080 Accuracy (%correct) 82.043 Specificity 0.89724 Sensitivity (Recall) 0.6407 Precision 0.72713 F1 score 0.68119 Success Class 1 Success Probability 0.5 Model 2 Classification Summary Predictor Estimate Confidence Interval: Lower Confidence Interval: Upper Odds Standard Error Chi2-Statistic P-Value Intercept -20.0782 -21.2744 -18.8820 0.0000 0.6103 1082.3313 0.0000 Edu Parent1 -0.1564 -0.2067 -0.1060 0.8552 0.0257 37.0485 0.0000 White -0.2764 -0.4427 HSGPA 3.2812 3.0187 -0.1100 3.5436 26.6069 0.7585 0.0849 10.6013 0.0011 0.1339 600.2939 0.0000 SAT/ACT 0.0070 0.0064 0.0077 1.0070 0.0003 430.4025 0.0000 College Arts & Letters -0.4654 -0.6717 -0.2590 0.6279 0.1053 19.5370 0.0000 College Math & Science -0.4782 -0.6873 -0.2691 0.6199 0.1067 20.0892 0.0000 Confusion Matrix Actual\Predicted 0 1 0 3126 541 358 948 Error Report Class #Cases #Errors % Error 0 3484 358 10.27555 1 1489 541 36.33311 Overall 4973 899 18.07762 Metrics Metric Accuracy (#correct) Accuracy (%correct) 81.92238 Value 4074 Specificity 0.897245 Sensitivity (Recall) 0.636669 Precision 0.725881 F1 score 0.678354 Success Class 1 Success Probability 0.5 Model 3 Coefficient Summary C Predictor Estimate Confidence Interval: Lower Confidence Interval: Upper Odds Standard Error Chi2-Statistic P-Value Intercept -21.5559 -22.8701 -20.2417 0.0000 0.6705 1033.5106 0.0000 White -0.1602 -0.3318 0.0114 0.8520 0.0876 3.3481 0.0673 HSGPA 3.2717 3.0067 3.5366 26.3551 0.1352 585.8545 0.0000 SAT/ACT 0.0074 0.0067 0.0081 1.0074 0.0003 453.8822 0.0000 Edu Parent1 1 1.6462 1.1311 2.1613 5.1873 0.2628 39.2404 0.0000 Edu Parent1 2 1.5627 1.0289 2.0965 4.7717 0.2723 32.9249 0.0000 Edu Parent1 3 0.2186 -0.2097 0.6469 1.2443 0.2185 1.0008 0.3171 Edu Parent1_4 -0.2056 -0.6308 0.2196 0.8142 0.2169 0.8982 0.3433 Edu Parent1 6 0.0270 -0.3586 0.4125 1.0273 0.1967 0.0188 0.8910 Edu Parent1 7 0.0115 -0.3784 0.4014 1.0116 0.1989 0.0034 0.9538 College Arts & Letters -0.4728 -0.6814 -0.2642 0.6232 0.1064 19.7375 0.0000 College Math & Science -0.4937 -0.7055 -0.2820 0.6103 0.1080 20.8885 0.0000 Training: Classification Summary Confusion Matrix Actual\Predicted 0 1 3138 346 525 964 Error Report Class #Cases #Errors % Error 0 3484 346 9.93111 1 1489 525 35.2586 Overall 4973 871 17.5146 Metrics Metric Value Accuracy (#correct) 4102 Accuracy (%correct) 82.4854 Specificity 0.90069 Sensitivity (Recall) 0.64741 Precision 0.73588 F1 score 0.68882 Success Class 1 Success Probability 0.5