DEVELOPMENT... OpenML
Run
100691

Run 100691

Task 3812 (Supervised Classification) arsenic-female-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
0.7693
Per class
Build CPU time
0.0416
Build memory
580389796.3363
F measure
0.8254
Per class
Kappa
0.2298
KB relative information score
15.6121
Mean absolute error
0.1877
Mean prior absolute error
0.2462
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
0.8159
Per class
Predictive accuracy
0.8426
Prior entropy
0.5956
Recall
0.8426
Per class
Relative absolute error
0.7624
Root mean prior squared error
0.3502
Root mean squared error
0.3337
Root relative squared error
0.953
SciMark benchmark
945.7844