Run
20702

Run 20702

Task 31 (Supervised Classification) credit-g Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)Weka implementation of AttributeSelectedClassifier
weka.ADTree(1)_B10
weka.ADTree(1)_E-3
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)_Wweka.classifiers.trees.ADTree
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2752
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.5149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7038
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9413
Cross-validation details (10-fold Crossvalidation)