Run
2083021

Run 2083021

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Maaike van Delft
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_Itrue
weka.IBk(11)_K1
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(2)_Wweka.classifiers.lazy.IBk
weka.AttributeSelectedClassifier_IBk(2)_num-decimal-places3

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.

17 Evaluation measures

Area under ROC curve
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2392
Cross-validation details (10-fold Crossvalidation)
F measure
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149472.1329
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0009
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0035
Cross-validation details (10-fold Crossvalidation)
Number of instances
284807
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0308
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7414
Cross-validation details (10-fold Crossvalidation)
Total cost
68134
Cross-validation details (10-fold Crossvalidation)