Partition for Edu_Quality




RSquareNNumber of Splits
Training0.293932
Validation0.10537




Split History




Validation Data in Red

Fit Details

MeasureTrainingValidationDefinition
Entropy RSquare0.29260.10551-Loglike(model)/Loglike(0)
Generalized RSquare0.44350.1810(1-(L(0)/L(model))^(2/n))/(1-L(0)^(2/n))
Mean -Log p0.48700.6171∑ -Log(ρ[j])/n
RASE0.39720.4521√ ∑(y[j]-ρ[j])²/n
Mean Abs Dev0.32270.3732∑ |y[j]-ρ[j]|/n
Misclassification Rate0.20430.2703∑ (ρ[j]≠ρMax)/n
N9337n

Confusion Matrix

Training
ActualPredicted Count
Edu_Quality01
0357
11239
Validation
ActualPredicted Count
Edu_Quality01
0164
1611
ActualPredicted Rate
Edu_Quality01
00.8330.167
10.2350.765
ActualPredicted Rate
Edu_Quality01
00.8000.200
10.3530.647

Column Contributions

TermNumber of SplitsG^2Portion
Percent White119.6434487
0.5123
Income by School District118.7012445
0.4877
Total Number Students00
0.0000
Percent African American00
0.0000
Percent American Indian00
0.0000
Percent Asian00
0.0000
Percent Hispanic00
0.0000
Percent Pacific Islander00
0.0000
Percent Two or More Races00
0.0000
Student/Teacher Ratio00
0.0000
Number Full-time Teachers00
0.0000
Is Title I %00
0.0000
Is Charter %00
0.0000
Is Magnet %00
0.0000
Is Virtual %00
0.0000
Expenditures for Public Elementary and Secondary Schools per Pupil00
0.0000

Receiver Operating Characteristic on Training Data



Edu_QualityArea

00.8121

10.8121

Receiver Operating Characteristic on Validation Data



Edu_QualityArea

00.7191

10.7191

Lift Curve on Training Data



Edu_Quality

0

1

Lift Curve on Validation Data



Edu_Quality

0

1

Leaf Report

Response Prob
Leaf Label01
Percent White<68.5&Income by School District>=909130.0522
0.9478
Percent White>=68.50.1911
0.8089
Percent White<68.5&Income by School District<909130.7390
0.2610

Response Counts
Leaf Label01
Percent White>=68.57
31
Percent White<68.5&Income by School District>=909130
8
Percent White<68.5&Income by School District<9091335
12