Run
2081282

Run 2081282

Task 145685 (Supervised Classification) creditcard Uploaded 20-04-2017 by Dakai Wei
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Flow

weka.CVParameterSelection_HoeffdingTree(1)R. Kohavi (1995). Wrappers for Performance Enhancement and Oblivious Decision Graphs. Department of Computer Science, Stanford University.
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.CVParameterSelection_HoeffdingTree(1)_X10
weka.CVParameterSelection_HoeffdingTree(1)_S1
weka.CVParameterSelection_HoeffdingTree(1)_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
0.8932
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2146
Cross-validation details (10-fold Crossvalidation)
F measure
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-307263.114
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0012
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
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0283
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6809
Cross-validation details (10-fold Crossvalidation)
Total cost
61118
Cross-validation details (10-fold Crossvalidation)