Run
2042866

Run 2042866

Task 145685 (Supervised Classification) creditcard Uploaded 18-04-2017 by Freek Rooks
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Flow

weka.CostSensitiveClassifier_Bagging_REPTree(5)Weka implementation of CostSensitiveClassifier
weka.Bagging_REPTree(26)_P100
weka.Bagging_REPTree(26)_S1
weka.Bagging_REPTree(26)_num-slots1
weka.Bagging_REPTree(26)_I100
weka.Bagging_REPTree(26)_Wweka.classifiers.trees.REPTree
weka.REPTree(18)_M2
weka.REPTree(18)_V0.001
weka.REPTree(18)_N3
weka.REPTree(18)_S1
weka.REPTree(18)_Ptrue
weka.REPTree(18)_L-1
weka.REPTree(18)_I0.0
weka.CostSensitiveClassifier_Bagging_REPTree(5)_Mtrue
weka.CostSensitiveClassifier_Bagging_REPTree(5)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_Bagging_REPTree(5)_S1
weka.CostSensitiveClassifier_Bagging_REPTree(5)_Wweka.classifiers.meta.Bagging

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
0.9379
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.109
Cross-validation details (10-fold Crossvalidation)
F measure
0.9923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1511026.3283
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0126
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
0.9983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.6561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.7055
Cross-validation details (10-fold Crossvalidation)
Total cost
31040
Cross-validation details (10-fold Crossvalidation)