DEVELOPMENT... OpenML
Run
100325

Run 100325

Task 1775 (Supervised Classification) balance-scale 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
0.9804
Per class
Build CPU time
0.0098
Build memory
125337310.5101
F measure
0.8874
Per class
Kappa
0.8053
KB relative information score
2432.1523
Mean absolute error
0.0906
Mean prior absolute error
0.3798
Number of instances
3125
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8853
Per class
Predictive accuracy
0.8899
Prior entropy
1.3212
Recall
0.8899
Per class
Relative absolute error
0.2386
Root mean prior squared error
0.4356
Root mean squared error
0.2119
Root relative squared error
0.4865
SciMark benchmark
947.9978