DEVELOPMENT... OpenML
Run
100291

Run 100291

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