Results: Rapid Predictive Modeler

Model Summary

Data

The PRINT Procedure

Data Set EMWS1.REPORTER_DATASUM

Property	Value
Input Data Source	MYLIB.PRIMARYHOUSEDATAV2
Target Variable	House Rating
Event Level	LOW
Observations	203
Original Variables	29
Selected Variables	4

Model Summary

Target: House Rating

The PRINT Procedure

Data Set EMWS1.REPORTER_TARGETSUM

Value	Count	Data Percentage
LOW	80	0.79208
HIGH	21	0.20792

Model Summary

Variable Summary

The PRINT Procedure

Data Set EMWS1.REPORTER_VARSUM

Role	Level	Original Count	Selected Input Count
Input	Interval	25	4
Input	Nominal	1	0
Rejected	Interval	1	0
Rejected	Nominal	1	0
Target	Binary	1	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

The SGRENDER Procedure

The SGRender Procedure

The SGRender Procedure

Variable Attribute Importance and Crosstabulations

The TABULATE Procedure

Cross-tabular summary report

Table 1

		Scorecard Points	Overall N	Overall %	House Rating
					High		Low
					N	%	N	%
AveragehouseholdincomeIn2015Infl	1: LOW - 83891.537	130.00	82.00	81.19	11.00	52.38	71.00	88.75
AveragehouseholdincomeIn2015Infl	2: 83891.537 - HIGH	0.00	19.00	18.81	10.00	47.62	9.00	11.25
MedianAge	1: LOW - 33.5	186.00	12.00	11.88	1.00	4.76	11.00	13.75
	2: 33.5 - 37.01	26.00	16.00	15.84	8.00	38.10	8.00	10.00
	3: 37.01 - HIGH	0.00	73.00	72.28	12.00	57.14	61.00	76.25
SizeRank	1: LOW - 230.5	0.00	26.00	25.74	16.00	76.19	10.00	12.50
SizeRank	2: 230.5 - HIGH	292.00	75.00	74.26	5.00	23.81	70.00	87.50
TotalPopulationNativeHawaiianand	1: LOW - 263.5	392.00	28.00	27.72	3.00	14.29	25.00	31.25
	2: 263.5 - 1553.55	90.00	12.00	11.88	5.00	23.81	7.00	8.75
	3: 1553.55 - 1913.55	0.00	51.00	50.50	6.00	28.57	45.00	56.25
	4: 1913.55 - HIGH	104.00	10.00	9.90	7.00	33.33	3.00	3.75

Classification Matrix Target=House Rating

The TABULATE Procedure

Cross-tabular summary report

Table 1

	Data Role
	TRAIN		VALIDATE
	Predicted		Predicted
	HIGH	LOW	HIGH	LOW
Target	71.43	28.57	65.00	35.00
HIGH	71.43	28.57	65.00	35.00
LOW	1.25	98.75	2.44	97.56

Model Fit Statistics

The PRINT Procedure

Data Set EMWS1.REPORTER_REPORTFIT

Statistic	Train	Validation
Sum of Frequencies	101.0000	102.0000
Misclassification Rate	0.0693	0.0882
Maximum Absolute Error	0.9333	1.0000
Sum of Square Errors	12.6476	16.3251
Average Squared Error	0.0626	0.0800
Root Average Square Error	0.2502	0.2829
Roc Index	0.8770	0.8000
Gini Coefficient	0.7550	0.6000
Kolmogorov-Smirnov Statistic	0.7020	0.6270
Kolmogorov-Smirnov Probability Cutoff	0.1500	.
Lift at 10%	1.1783	1.0508
Cumulative Lift at 10%	1.2166	1.0053
Captured Response at 10%	5.8333	5.1509
Cumulative % Captured Response at 10%	13.2500	10.8420

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	Tree3	Decision Tree (3)	House Rating	.	1.17833	1.05079
	Ensmbl	Ensemble_Champion	House Rating	.	1.26250	1.10569
	Tree2	Decision Tree	House Rating	.	1.17833	1.17574
	Reg2	Forwards	House Rating	40.6278	1.26250	0.92141

Project Information

The PRINT Procedure

Data Set EMWS1.REPORTER_PROJINFO

Property	Value
Name	RPM
Diagram	RPM1 - House Rating
Path	/saswork/SAS_workE3290001FB65_odaws03-prod-us/SAS_workBFF40001FB65_odaws03-prod-us./iwickram0/RPM
Date Created	15Apr2017:17:12:20