Run
2072708

Run 2072708

Task 145685 (Supervised Classification) creditcard Uploaded 19-04-2017 by Daan Vijselaar
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Flow

weka.CostSensitiveClassifier_HoeffdingTree(2)Weka implementation of CostSensitiveClassifier
weka.HoeffdingTree(6)_L2
weka.HoeffdingTree(6)_S1
weka.HoeffdingTree(6)_E1.0E-7
weka.HoeffdingTree(6)_H0.05
weka.HoeffdingTree(6)_M0.01
weka.HoeffdingTree(6)_G200.0
weka.HoeffdingTree(6)_N0.0
weka.CostSensitiveClassifier_HoeffdingTree(2)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_HoeffdingTree(2)_S1
weka.CostSensitiveClassifier_HoeffdingTree(2)_Wweka.classifiers.trees.HoeffdingTree

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
0.7368
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.4427
Cross-validation details (10-fold Crossvalidation)
F measure
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5848
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-115136667.6536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3056
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
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9988
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9988
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
88.5289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
7.4191
Cross-validation details (10-fold Crossvalidation)
Total cost
126088
Cross-validation details (10-fold Crossvalidation)