DEVELOPMENT... OpenML
Run
100690

Run 100690

Task 3810 (Supervised Classification) arsenic-male-bladder 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
0.8158
Per class
Build CPU time
0.0531
Build memory
483854610.4186
F measure
0.9734
Per class
Kappa
0.6377
KB relative information score
0.4976
Mean absolute error
0.0388
Mean prior absolute error
0.0837
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9757
Per class
Predictive accuracy
0.9767
Prior entropy
0.2628
Recall
0.9767
Per class
Relative absolute error
0.4634
Root mean prior squared error
0.2027
Root mean squared error
0.1516
Root relative squared error
0.7478
SciMark benchmark
945.7844