Run
2082022

Run 2082022

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Freek Rooks
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Flow

weka.FilteredClassifier_SMO_PolyKernel(1)Weka implementation of FilteredClassifier
weka.SMO_PolyKernel(15)_C0.9
weka.SMO_PolyKernel(15)_N0
weka.SMO_PolyKernel(15)_L0.001
weka.SMO_PolyKernel(15)_P1.0E-12
weka.SMO_PolyKernel(15)_V-1
weka.SMO_PolyKernel(15)_W1
weka.SMO_PolyKernel(15)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.SMO_PolyKernel(15)_calibratortrue
weka.PolyKernel(11)_E2.8
weka.PolyKernel(11)_C250007
weka.FilteredClassifier_SMO_PolyKernel(1)_Fweka.filters.supervised.instance.SpreadSubsample -M 0.0 -X 500.0 -S 1
weka.FilteredClassifier_SMO_PolyKernel(1)_Wweka.classifiers.functions.SMO

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
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1026
Cross-validation details (10-fold Crossvalidation)
F measure
0.9864
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3098612.6766
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0238
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
0.9762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
6.8891
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1542
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.7138
Cross-validation details (10-fold Crossvalidation)
Total cost
29229
Cross-validation details (10-fold Crossvalidation)