Run
2083028

Run 2083028

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Stilyan Tonchev
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Flow

weka.FilteredClassifier_RandomTree(1)Weka implementation of FilteredClassifier
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.FilteredClassifier_RandomTree(1)_Fweka.filters.unsupervised.instance.Resample -S 1 -Z 1.0
weka.FilteredClassifier_RandomTree(1)_Wweka.classifiers.trees.RandomTree

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
0.7751
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.3887
Cross-validation details (10-fold Crossvalidation)
F measure
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5662
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77558.8161
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0015
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
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.421
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9181
Cross-validation details (10-fold Crossvalidation)
Total cost
110693
Cross-validation details (10-fold Crossvalidation)