DEVELOPMENT... OpenML
Run
163335

Run 163335

Task 29 (Supervised Classification) credit-approval Uploaded 16-02-2015 by Kevin Davis
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Flow

weka.FilteredClassifier_PrincipalComponents_J48(1)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_PrincipalComponents_J48(1)_Fweka.filters.unsupervised.attribute.PrincipalComponents
weka.FilteredClassifier_PrincipalComponents_J48(1)_Wweka.classifiers.trees.J48
weka.PrincipalComponents(12)_R0.95
weka.PrincipalComponents(12)_A5
weka.PrincipalComponents(12)_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.

22 Evaluation measures

Area under ROC curve
0.7807
Per class
F measure
0.7954
Per class
Kappa
0.5853
KB relative information score
374.6431
Mean absolute error
0.2319
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.7.0_51, amd64, Windows 7, 6.1]
Precision
0.7953
Per class
Predictive accuracy
0.7957
Prior entropy
0.9913
Recall
0.7957
Per class
Relative absolute error
0.4694
Root mean prior squared error
0.497
Root mean squared error
0.4302
Root relative squared error
0.8656
SciMark benchmark
1286.0005
UserCPU time millis
62.4004
UserCPU time millis testing
15.6001
UserCPU time millis training
46.8003