Run
2083170

Run 2083170

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

weka.CostSensitiveClassifier_AttributeSelectedClassifier_Logistic(1)Weka implementation of CostSensitiveClassifier
weka.Logistic(8)_R1.0E-8
weka.Logistic(8)_M-1
weka.Logistic(8)_num-decimal-places4
weka.CostSensitiveClassifier_AttributeSelectedClassifier_Logistic(1)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_AttributeSelectedClassifier_Logistic(1)_S1
weka.CostSensitiveClassifier_AttributeSelectedClassifier_Logistic(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_Logistic(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Logistic(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Logistic(2)_Wweka.classifiers.functions.Logistic

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
0.9588
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1236
Cross-validation details (10-fold Crossvalidation)
F measure
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1382
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-82703476.9701
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1006
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
0.9815
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
29.1295
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1493
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.5946
Cross-validation details (10-fold Crossvalidation)
Total cost
35206
Cross-validation details (10-fold Crossvalidation)