Results: Rapid Predictive Modeler

Model Summary

Data

The PRINT Procedure

Data Set EMWS1.REPORTER_DATASUM

Property Value
Input Data Source _TEMP0.CSVCOMPRESSEDWOBLANKS
Target Variable w2w3_combo_breakup
Event Level STILL TOGETHER, OR LOST TO FOLLO
Observations 2632
Original Variables 371
Selected Variables 2

Model Summary

Target: w2w3_combo_breakup

The PRINT Procedure

Data Set EMWS1.REPORTER_TARGETSUM

Value Count Data Percentage
STILL TOGETHER, OR LOST TO FOLLO 1136 0.86388
BROKE UP 179 0.13612

Model Summary

Variable Summary

The PRINT Procedure

Here

Data Set EMWS1.REPORTER_VARSUM

Role Level Original Count Selected Input Count
Input Binary 89 1
Input Interval 16 0
Input Nominal 105 1
Rejected Binary 42 0
Rejected Interval 14 0
Rejected Nominal 69 0
Rejected Unary 33 0
Target Binary 1 0
Text Nominal 2 0

The SGRENDER Procedure

The SGRender Procedure

The SGRender Procedure

The SGRENDER Procedure

The SGRender Procedure

The SGRender Procedure

The SGRENDER Procedure

The SGRender Procedure

The SGRender Procedure

HereROC

The SGRENDER Procedure

The SGRender Procedure

The SGRender Procedure

Here2

Variable Attribute Importance and Crosstabulations

The TABULATE Procedure

Cross-tabular summary report

Table 1

  Scorecard Points Overall N Overall % w2w3_combo_breakup
broke up still together, or lost to follow-up, or partner deceased
N % N %
q30 APPROVE 524.00 728.00 55.36 76.00 42.46 652.00 57.39
DISAPPROVE 171.00 30.00 2.28 5.00 2.79 25.00 2.20
DO NOT KNOW 0.00 57.00 4.33 36.00 20.11 21.00 1.85
NEITHER APP 529.00 115.00 8.75 31.00 17.32 84.00 7.39
REFUSED 136.00 3.00 0.23 1.00 0.56 2.00 0.18
w2_q1 NO 0.00 35.00 2.66 14.00 7.82 21.00 1.85
YES 471.00 770.00 58.56 6.00 3.35 764.00 67.25

Classification Matrix Target=w2w3_combo_breakup

The TABULATE Procedure

Cross-tabular summary report

Table 1

  Data Role
TRAIN VALIDATE
Predicted Predicted
BROKE UP STILL TOGETHER, OR LOST TO FOLLO BROKE UP STILL TOGETHER, OR LOST TO FOLLO
Target 20.11 79.89 18.78 81.22
BROKE UP
STILL TOGETHER, OR LOST TO FOLLO 1.50 98.50 1.50 98.50

Model Fit Statistics

The PRINT Procedure

Data Set EMWS1.REPORTER_REPORTFIT

Statistic Train Validation
Average Squared Error 0.0885 0.0886
Maximum Absolute Error 0.9922 0.9922
Sum of Frequencies 1315.0000 1317.0000
Root Average Square Error 0.2975 0.2976
Sum of Square Errors 232.7041 233.3524
Misclassification Rate 0.1217 0.1245
Roc Index 0.8450 0.8490
Gini Coefficient 0.6900 0.6970
Kolmogorov-Smirnov Statistic 0.6390 0.6560
Kolmogorov-Smirnov Probability Cutoff 0.7300 .
Lift at 10% 1.1486 1.1465
Cumulative Lift at 10% 1.1486 1.1465
Captured Response at 10% 5.7646 5.7454
Cumulative % Captured Response at 10% 11.5292 11.4908

Model Selection based on Model Node

The PRINT Procedure

Data Set EMWS1.REPORTER_COMPAREMDL

Selected Model Model Node Model Description Target Label Train: Akaike's Information Criterion Train: Lift Valid: Lift
Y Tree2 Decision Tree (2)   . 1.14855 1.14647
  Reg2 Stepwise   677.01 1.15757 1.15933
  Reg3 Forwards   2042.94 1.14775 1.14700
  Reg Main Effects Regression   691.60 1.15757 1.10663

Project Information

The PRINT Procedure

Data Set EMWS1.REPORTER_PROJINFO

Property Value
Name RPM
Diagram RPM1 - w2w3_combo_breakup
Path /saswork/SAS_work45C300017F14_odaws03-prod-us/SAS_workFCBD00017F14_odaws03-prod-us./franklinfuentes0/RPM
Date Created 28Apr2016:15:49:50