Run
100291

Run 100291

Task 259 (Supervised Classification) credit-approval Uploaded 08-12-2014 by Joaquin Vanschoren
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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
0.9182
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.277
Cross-validation details (33% Holdout set)
Build memory
43471960
Cross-validation details (33% Holdout set)
F measure
0.859
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7176
Cross-validation details (33% Holdout set)
KB relative information score
148.6695
Cross-validation details (33% Holdout set)
Mean absolute error
0.1851
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4978
Cross-validation details (33% Holdout set)
Number of instances
227
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.859
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.859
Cross-validation details (33% Holdout set)
Prior entropy
0.9913
Cross-validation details (33% Holdout set)
Recall
0.859
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3719
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3227
Cross-validation details (33% Holdout set)
Root relative squared error
0.6444
Cross-validation details (33% Holdout set)
SciMark benchmark
947.9978