Run
2083159

Run 2083159

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Claire Claassen
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Flow

weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(13)_P100
weka.RandomForest(13)_I100
weka.RandomForest(13)_num-slots1
weka.RandomForest(13)_K0
weka.RandomForest(13)_M1.0
weka.RandomForest(13)_V0.001
weka.RandomForest(13)_S1
weka.CostSensitiveClassifier_RandomForest(6)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_RandomForest(6)_S1
weka.CostSensitiveClassifier_RandomForest(6)_Wweka.classifiers.trees.RandomForest
weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(4)_Fweka.filters.MultiFilter -F "weka.filters.supervised.instance.ClassBalancer -num-intervals 10" -F "weka.filters.unsupervised.attribute.Normalize -S 1.0 -T 0.0"
weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(4)_Wweka.classifiers.meta.CostSensitiveClassifier

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
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.112
Cross-validation details (10-fold Crossvalidation)
F measure
0.9925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1991
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-63150001.4213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.075
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
0.9983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
21.7183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.13
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.1304
Cross-validation details (10-fold Crossvalidation)
Total cost
31889
Cross-validation details (10-fold Crossvalidation)