Run
2081391

Run 2081391

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

weka.RandomizableFilteredClassifier_RandomTree(1)Weka implementation of RandomizableFilteredClassifier
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.RandomizableFilteredClassifier_RandomTree(1)_S1
weka.RandomizableFilteredClassifier_RandomTree(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 10 -R 42 -D Sparse1
weka.RandomizableFilteredClassifier_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
0.8229
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.306
Cross-validation details (10-fold Crossvalidation)
F measure
0.9988
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
117510.6588
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
0.9988
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
0.3397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0342
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8246
Cross-validation details (10-fold Crossvalidation)
Total cost
87160
Cross-validation details (10-fold Crossvalidation)