Run
2082259

Run 2082259

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Dakai Wei
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_RandomForest(1)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
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)_depth500
weka.AttributeSelectedClassifier_RandomForest(2)_Eweka.attributeSelection.OneRAttributeEval -S 1 -F 10 -B 6
weka.AttributeSelectedClassifier_RandomForest(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
weka.AttributeSelectedClassifier_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.FilteredClassifier_AttributeSelectedClassifier_RandomForest(1)_Fweka.filters.supervised.instance.SpreadSubsample -M 1.0 -X 0.0 -S 1
weka.FilteredClassifier_AttributeSelectedClassifier_RandomForest(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1037
Cross-validation details (10-fold Crossvalidation)
F measure
0.9877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1249
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-73488292.2717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.105
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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9787
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
30.4257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1668
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
4.0161
Cross-validation details (10-fold Crossvalidation)
Total cost
29532
Cross-validation details (10-fold Crossvalidation)