Run
2081892

Run 2081892

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Joep Sterk
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Flow

weka.RandomTree(14)Weka implementation of RandomTree
weka.RandomTree(14)_K8
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1

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
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2024
Cross-validation details (10-fold Crossvalidation)
F measure
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7506
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159460.0936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0009
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
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0296
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7134
Cross-validation details (10-fold Crossvalidation)
Total cost
57635
Cross-validation details (10-fold Crossvalidation)