Run
2082726

Run 2082726

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Freek Rooks
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Flow

weka.CostSensitiveClassifier_AdaBoostM1_REPTree(8)Weka implementation of CostSensitiveClassifier
weka.REPTree(18)_M2
weka.REPTree(18)_V0.001
weka.REPTree(18)_N3
weka.REPTree(18)_S1
weka.REPTree(18)_L2
weka.REPTree(18)_I0.0
weka.CostSensitiveClassifier_AdaBoostM1_REPTree(8)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_AdaBoostM1_REPTree(8)_S1
weka.CostSensitiveClassifier_AdaBoostM1_REPTree(8)_Wweka.classifiers.meta.AdaBoostM1
weka.AdaBoostM1_REPTree(12)_P100
weka.AdaBoostM1_REPTree(12)_S1
weka.AdaBoostM1_REPTree(12)_I100
weka.AdaBoostM1_REPTree(12)_Wweka.classifiers.trees.REPTree

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
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.121
Cross-validation details (10-fold Crossvalidation)
F measure
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-38438393.685
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0532
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
0.9736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
15.4167
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.146
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.5154
Cross-validation details (10-fold Crossvalidation)
Total cost
34468
Cross-validation details (10-fold Crossvalidation)