DEVELOPMENT... OpenML
Run
100561

Run 100561

Task 3656 (Supervised Classification) diabetes_numeric 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
0.6833
Per class
Build CPU time
0.0004
Build memory
485665480
F measure
0.6643
Per class
Kappa
0.2901
KB relative information score
5.5098
Mean absolute error
0.4258
Mean prior absolute error
0.4791
Number of instances
43
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6665
Per class
Predictive accuracy
0.6744
Prior entropy
0.971
Recall
0.6744
Per class
Relative absolute error
0.8887
Root mean prior squared error
0.4889
Root mean squared error
0.4762
Root relative squared error
0.9739
SciMark benchmark
946.5