Run
2082216

Run 2082216

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Dakai Wei
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Flow

weka.CostSensitiveClassifier_AttributeSelectedClassifier_HoeffdingTree(1)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_AttributeSelectedClassifier_HoeffdingTree(1)_Mtrue
weka.CostSensitiveClassifier_AttributeSelectedClassifier_HoeffdingTree(1)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_AttributeSelectedClassifier_HoeffdingTree(1)_S1
weka.CostSensitiveClassifier_AttributeSelectedClassifier_HoeffdingTree(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_HoeffdingTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_HoeffdingTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_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
0.9112
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1575
Cross-validation details (10-fold Crossvalidation)
F measure
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4181307.6131
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0314
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
0.9686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
9.0939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
4.2669
Cross-validation details (10-fold Crossvalidation)
Total cost
44870
Cross-validation details (10-fold Crossvalidation)