Run
2087070

Run 2087070

Task 145685 (Supervised Classification) creditcard Uploaded 24-04-2017 by Wouter Nuijten
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I500
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.instance.Resample -S 1 -Z 20.0
weka.FilteredClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest

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
0.9514
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2161
Cross-validation details (10-fold Crossvalidation)
F measure
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-809230.6099
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
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5467
Cross-validation details (10-fold Crossvalidation)
Total cost
61545
Cross-validation details (10-fold Crossvalidation)