DEVELOPMENT... OpenML
Run
100247

Run 100247

Task 37 (Supervised Classification) diabetes Uploaded 08-12-2014 by Felicia West
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Flow

weka.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(3)_R1.0E-8
weka.Logistic(3)_M-1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.83
Per class
Build CPU time
0.0093
Build memory
654836833.3021
F measure
0.7692
Per class
Kappa
0.4829
KB relative information score
255.151
Mean absolute error
0.3101
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.771
Per class
Predictive accuracy
0.776
Prior entropy
0.9335
Recall
0.776
Per class
Relative absolute error
0.6823
Root mean prior squared error
0.4766
Root mean squared error
0.3963
Root relative squared error
0.8315
SciMark benchmark
945.7844