*------------------------------------------------------------* User: mbansa001c Date: April 12, 2016 Time: 09:09:11 *------------------------------------------------------------* * Training Output *------------------------------------------------------------* Variable Summary Measurement Frequency Role Level Count ASSESS INTERVAL 6 CLASSIFICATION NOMINAL 1 ID NOMINAL 1 INPUT INTERVAL 1960 INPUT NOMINAL 244 REJECTED NOMINAL 8 RESIDUAL INTERVAL 1 TARGET NOMINAL 1 TEXT NOMINAL 38 Model Events Number Measurement of Target Event Level Levels Order Label TARGET 3 NOMINAL 4 Descending TARGET Predicted and decision variables Type Variable Label TARGET TARGET TARGET PREDICTED P_TARGET3 Predicted: TARGET=3 RESIDUAL R_TARGET3 Residual: TARGET=3 PREDICTED P_TARGET2 Predicted: TARGET=2 RESIDUAL R_TARGET2 Residual: TARGET=2 PREDICTED P_TARGET1 Predicted: TARGET=1 RESIDUAL R_TARGET1 Residual: TARGET=1 PREDICTED P_TARGET0 Predicted: TARGET=0 RESIDUAL R_TARGET0 Residual: TARGET=0 FROM F_TARGET From: TARGET INTO I_TARGET Into: TARGET *------------------------------------------------------------* * Score Output *------------------------------------------------------------* *------------------------------------------------------------* * Report Output *------------------------------------------------------------* Fit Statistics Target=TARGET Target Label=TARGET Fit Statistics Statistics Label Train Validation _NOBS_ Sum of Frequencies 960662.00 411441.00 _SUMW_ Sum of Case Weights Times Freq 3842648.00 1645764.00 _MISC_ Misclassification Rate 0.12 0.12 _MAX_ Maximum Absolute Error 0.97 0.97 _SSE_ Sum of Squared Errors 207743.55 88746.78 _ASE_ Average Squared Error 0.05 0.05 _RASE_ Root Average Squared Error 0.23 0.23 _DIV_ Divisor for ASE 3842648.00 1645764.00 _DFT_ Total Degrees of Freedom 2881986.00 . Classification Table Data Role=TRAIN Target Variable=TARGET Target Label=TARGET Target Outcome Frequency Total Target Outcome Percentage Percentage Count Percentage 0 0 88.2548 100 847830 88.2548 1 0 5.1598 100 49568 5.1598 2 0 2.9154 100 28007 2.9154 3 0 3.6701 100 35257 3.6701 Data Role=VALIDATE Target Variable=TARGET Target Label=TARGET Target Outcome Frequency Total Target Outcome Percentage Percentage Count Percentage 0 0 88.2885 100 363255 88.2885 1 0 5.1018 100 20991 5.1018 2 0 2.9161 100 11998 2.9161 3 0 3.6936 100 15197 3.6936 Event Classification Table Data Role=TRAIN Target=TARGET Target Label=TARGET False True False True Negative Negative Positive Positive 35257 925405 0 0 Data Role=VALIDATE Target=TARGET Target Label=TARGET False True False True Negative Negative Positive Positive 15197 396244 0 0 Assessment Score Rankings Data Role=TRAIN Target Variable=TARGET Target Label=TARGET Mean Cumulative % Cumulative Number of Posterior Depth Gain Lift Lift Response % Response Observations Probability 5 1.4988E-11 1.00000 1.00000 3.67007 3.67007 48034 0.036701 10 1.4988E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 15 1.4988E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 20 1.4988E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 25 1.4966E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 30 1.4966E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 35 1.4966E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 40 1.4966E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 45 1.4966E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 50 1.4988E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 55 1.4988E-11 1.00000 1.00000 3.67007 3.67007 48034 0.036701 60 1.4988E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 65 1.4988E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 70 1.501E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 75 1.501E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 80 1.501E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 85 1.501E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 90 1.5032E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 95 1.5032E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 100 1.5032E-11 1.00000 1.00000 3.67007 3.67007 48033 0.036701 Data Role=VALIDATE Target Variable=TARGET Target Label=TARGET Mean Cumulative % Cumulative Number of Posterior Depth Gain Lift Lift Response % Response Observations Probability 5 1.5288E-11 1 1 3.69360 3.69360 20573 0.036701 10 1.5288E-11 1 1 3.69360 3.69360 20572 0.036701 15 1.5277E-11 1 1 3.69360 3.69360 20572 0.036701 20 1.5277E-11 1 1 3.69360 3.69360 20572 0.036701 25 1.5277E-11 1 1 3.69360 3.69360 20572 0.036701 30 1.5288E-11 1 1 3.69360 3.69360 20572 0.036701 35 1.5277E-11 1 1 3.69360 3.69360 20572 0.036701 40 1.5277E-11 1 1 3.69360 3.69360 20572 0.036701 45 1.5277E-11 1 1 3.69360 3.69360 20572 0.036701 50 1.5254E-11 1 1 3.69360 3.69360 20572 0.036701 55 1.5254E-11 1 1 3.69360 3.69360 20572 0.036701 60 1.5254E-11 1 1 3.69360 3.69360 20572 0.036701 65 1.5254E-11 1 1 3.69360 3.69360 20572 0.036701 70 1.5254E-11 1 1 3.69360 3.69360 20572 0.036701 75 1.5254E-11 1 1 3.69360 3.69360 20572 0.036701 80 1.5254E-11 1 1 3.69360 3.69360 20572 0.036701 85 1.5254E-11 1 1 3.69360 3.69360 20572 0.036701 90 1.5254E-11 1 1 3.69360 3.69360 20572 0.036701 95 1.5232E-11 1 1 3.69360 3.69360 20572 0.036701 100 1.5232E-11 1 1 3.69360 3.69360 20572 0.036701 Assessment Score Distribution Data Role=TRAIN Target Variable=TARGET Target Label=TARGET Posterior Number Mean Probability of Number of Posterior Range Events Nonevents Probability Percentage 0.00-0.05 35257 925405 0.036701 100 Data Role=VALIDATE Target Variable=TARGET Target Label=TARGET Posterior Number Mean Probability of Number of Posterior Range Events Nonevents Probability Percentage 0.00-0.05 15197 396244 0.036701 100