Run
2081376

Run 2081376

Task 145685 (Supervised Classification) creditcard Uploaded 20-04-2017 by Zeno van Cauter
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Flow

weka.CostSensitiveClassifier_Bagging_DecisionStump(2)Weka implementation of CostSensitiveClassifier
weka.CostSensitiveClassifier_Bagging_DecisionStump(2)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_Bagging_DecisionStump(2)_S1
weka.CostSensitiveClassifier_Bagging_DecisionStump(2)_Wweka.classifiers.meta.Bagging
weka.Bagging_DecisionStump(6)_P100
weka.Bagging_DecisionStump(6)_S1
weka.Bagging_DecisionStump(6)_num-slots1
weka.Bagging_DecisionStump(6)_I10
weka.Bagging_DecisionStump(6)_Wweka.classifiers.trees.DecisionStump

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
0.8961
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1496
Cross-validation details (10-fold Crossvalidation)
F measure
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2329
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-95322611.1802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1308
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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
37.8895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.7364
Cross-validation details (10-fold Crossvalidation)
Total cost
42600
Cross-validation details (10-fold Crossvalidation)