Run
2012985

Run 2012985

Task 145685 (Supervised Classification) creditcard Uploaded 07-04-2017 by Titus Kervezee
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Flow

weka.CostSensitiveClassifier_AttributeSelectedClassifier_IBk(1)Weka implementation of CostSensitiveClassifier
weka.IBk(11)_K100
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.CostSensitiveClassifier_AttributeSelectedClassifier_IBk(1)_Mtrue
weka.CostSensitiveClassifier_AttributeSelectedClassifier_IBk(1)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_AttributeSelectedClassifier_IBk(1)_S1
weka.CostSensitiveClassifier_AttributeSelectedClassifier_IBk(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
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

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
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1484
Cross-validation details (10-fold Crossvalidation)
F measure
0.9845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3624478.8058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0275
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
0.9981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
7.96
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1658
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.992
Cross-validation details (10-fold Crossvalidation)
Total cost
42258
Cross-validation details (10-fold Crossvalidation)