Question: Can someone please explain and interpret the logistic regression outcome that has been done in this excel. Training: Classification Summary Confusion Matrix ActualPredicted * 0

Can someone please explain and interpret the logistic regression outcome that has been done in this excel.

Can someone please explain and interpret the logistic regression outcome that hasbeen done in this excel. Training: Classification Summary Confusion Matrix Actual\\Predicted *0 1 0 96 18 15 71, Error Report Class # Cases* # Errors * % Error 0 114 18 15.78947 86 15

Training: Classification Summary Confusion Matrix Actual\\Predicted * 0 1 0 96 18 15 71, Error Report Class # Cases * # Errors * % Error 0 114 18 15.78947 86 15 17.44186 Overall 200 33 16.5 Metrics Metric Value Accuracy (#correct) 167 Accuracy (%correct) 83.5 Specificity 0.8421053 Sensitivity (Recall) 0.8255814 Precision 0.7977528 F1 score 0.8114286 Success Class Success Probability 0.5Predictor Screening Predictor Criteria Included Intercept 3.95774E-15 FALSE PortfolioManagement 10.08598286 TRUE Responsiveness 15.77350194 TRUE Satisfaction 99.86290603 TRUE CustomerType 1 5.544733917 TRUE CustomerType 2 6.386900804 TRUE CustomerType_3 1.487338241 TRUE Tolerance for entering the model 4.43471E-12 Coefficients Predictor Estimate Intercept 0 PortfolioManagement 1. 147797205 Responsiveness -0.46207093 Satisfaction 1.844130492 CustomerType_1 -17.0102556 CustomerType 2 -15.5428594 CustomerType_3 -15.5962242Regression Summary Metric Value # Iterations Used 4 Residual DF 193 Residual Deviance 139.120315 Multiple R2 0.49100952 Predictor Screening Predictor Criteria = Included Intercept 3.9577E-15 FALSE PortfolioManagement 10.0859829 TRUE Responsiveness 15.7735019 TRUE Satisfaction 99.862906 TRUE Customer Type 1 5.54473392 TRUE Customer Type 2 6.3869008 TRUE Customer Type_3 1.48733824 TRUE Tolerance for entering the mo 4.4347E-12 Coefficients Predictor Estimate= Confidence Interval: Lon. |Confidence Interval: Up - Odds - Standard Err Chi2-Statis - P-Valu =] Intercept 0 NIA NIA PortfolioManagement 1.1477972 0.361937319 1.93365709 3.15124 0.400956289 8.194760515 0.0042012 Responsiveness 0.4620709 -0.901587285 0.022554584 0.62998 0.224247157 4.245837927 0.0393466 Satisfaction 1.84413049 1.176038144 2.512222839 6.3226 0.340869706 29.26890565 6.3E-08 CustomerType 1 -17.010256 22.27974113 11.74077007 4.1E-08 2.688562428 40.02961643 2.5018-10 Customer Type 2 -15.542859 -20.82978992 -10.25592889 1.8E-07 2.697463096 33.20097316 8.3118-09 Customer Type_3 15.596224 -21.07519131 -10.11725716 1.7E-07 2.795442733 31.12703412 2.417E-08,Lift charts on training data Regression Summary Metric - Value # Iterations Used Residual DF 196 Residual Deviance 142.598858 Multiple R2 0.4782828 Predictor Screening Predictor - Criteria ~ Included Intercept 2.16277825 TRUE PortfolioManagement 10.0859829 TRUE Responsiveness 15.7735019 TRUE Satisfaction 99.862906 TRUE Tolerance for entering the n 4.4347E-12 Coefficients Predictor Estimate ~|Confidence Interval: Low~|Confidence Interval: Upper |Odds ~|Standard Erro ~|Chi2-Statisti ~|P-Value - Intercept -17.282336 -22.29533682 12.26933509 3.16-08 2.557700501 45.65680421 1.418-11 PortfolioManagement 0.92349409 0.179074743 1.667913437 2.51807 0.379812768 5.911927771 0.015039 Responsiveness -0.3783793 -0.793439626 0.036681056 0.68497 0.211769371 3.192481648 0.073978 Satisfaction 2. 12446035 1.534432066 2.714488639 8.36838 0.301040372 49.80211399 1.7E-12

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