Run
2070746

Run 2070746

Task 145685 (Supervised Classification) creditcard Uploaded 19-04-2017 by Daan Vijselaar
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_CostSensitiveClassifier_AdaBoostM1_OneR(1)Weka implementation of FilteredClassifier
weka.OneR(20)_B6
weka.FilteredClassifier_CostSensitiveClassifier_AdaBoostM1_OneR(1)_Fweka.filters.unsupervised.instance.RemovePercentage -P 90.0
weka.FilteredClassifier_CostSensitiveClassifier_AdaBoostM1_OneR(1)_Wweka.classifiers.meta.CostSensitiveClassifier
weka.CostSensitiveClassifier_AdaBoostM1_OneR(1)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_AdaBoostM1_OneR(1)_S1
weka.CostSensitiveClassifier_AdaBoostM1_OneR(1)_Wweka.classifiers.meta.AdaBoostM1
weka.AdaBoostM1_OneR(4)_P100
weka.AdaBoostM1_OneR(4)_S1
weka.AdaBoostM1_OneR(4)_I10
weka.AdaBoostM1_OneR(4)_Wweka.classifiers.rules.OneR

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
0.5265
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.8428
Cross-validation details (10-fold Crossvalidation)
F measure
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0233
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-218807.8176
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0035
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
0.9966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9965
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0594
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4296
Cross-validation details (10-fold Crossvalidation)
Total cost
240031
Cross-validation details (10-fold Crossvalidation)