Run
576955

Run 576955

Task 29 (Supervised Classification) credit-approval Uploaded 02-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_ClassificationViaRegression_M5P(1)Weka implementation of AttributeSelectedClassifier
weka.M5P(4)_M4.0
weka.AttributeSelectedClassifier_ClassificationViaRegression_M5P(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_ClassificationViaRegression_M5P(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_ClassificationViaRegression_M5P(1)_Wweka.classifiers.meta.ClassificationViaRegression
weka.ClassificationViaRegression_M5P(3)_Wweka.classifiers.trees.M5P

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
0.9258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
434.1918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1942
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, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.861
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8609
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3932
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6367
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1534.1502
UserCPU time millis
130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
130
Cross-validation details (10-fold Crossvalidation)