Run
163335

Run 163335

Task 29 (Supervised Classification) credit-approval Uploaded 16-02-2015 by Manuel Martin Salvador
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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
Cross-validation details (10-fold Crossvalidation)
F measure
0.7954
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5853
Cross-validation details (10-fold Crossvalidation)
KB relative information score
374.6431
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2319
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_51, amd64, Windows 7, 6.1]
Precision
0.7953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.7957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4694
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4302
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8656
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.0005
UserCPU time millis
62.4004
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.6001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
46.8003
Cross-validation details (10-fold Crossvalidation)