Run
2081178

Run 2081178

Task 145685 (Supervised Classification) creditcard Uploaded 20-04-2017 by Wouter Nuijten
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Flow

weka.CostSensitiveClassifier_SGD(1)Weka implementation of CostSensitiveClassifier
weka.SGD(6)_F0
weka.SGD(6)_L1.0E-4
weka.SGD(6)_R1.0E-4
weka.SGD(6)_E500
weka.SGD(6)_C0.001
weka.SGD(6)_S1
weka.CostSensitiveClassifier_SGD(1)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_SGD(1)_S1
weka.CostSensitiveClassifier_SGD(1)_Wweka.classifiers.functions.SGD

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
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1074
Cross-validation details (10-fold Crossvalidation)
F measure
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1726
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1780701.2663
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0145
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
0.9855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
4.2053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1205
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.9016
Cross-validation details (10-fold Crossvalidation)
Total cost
30582
Cross-validation details (10-fold Crossvalidation)