Run
2042534

Run 2042534

Task 145685 (Supervised Classification) creditcard Uploaded 17-04-2017 by Wouter Nuijten
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Flow

weka.CostSensitiveClassifier_FilteredClassifier_RandomForest(2)Weka implementation of CostSensitiveClassifier
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.RandomForest(12)_batch-size1000
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.instance.Resample -S 1 -Z 5.0
weka.FilteredClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest
weka.FilteredClassifier_RandomForest(4)_batch-size1000
weka.CostSensitiveClassifier_FilteredClassifier_RandomForest(2)_cost-matrix[0.0 1.0; 1.0 0.0]
weka.CostSensitiveClassifier_FilteredClassifier_RandomForest(2)_S1
weka.CostSensitiveClassifier_FilteredClassifier_RandomForest(2)_Wweka.classifiers.meta.FilteredClassifier
weka.CostSensitiveClassifier_FilteredClassifier_RandomForest(2)_batch-size1000

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
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.332
Cross-validation details (10-fold Crossvalidation)
F measure
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-963193.7914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0014
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
0.9992
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
0.405
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0261
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.629
Cross-validation details (10-fold Crossvalidation)
Total cost
94548
Cross-validation details (10-fold Crossvalidation)