Run
2081222

Run 2081222

Task 145685 (Supervised Classification) creditcard Uploaded 20-04-2017 by Dakai Wei
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Flow

weka.J48(38)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(38)_C0.25
weka.J48(38)_M25

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
0.902
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2126
Cross-validation details (10-fold Crossvalidation)
F measure
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8097
Cross-validation details (10-fold Crossvalidation)
KB relative information score
122025.3231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.001
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
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2865
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0232
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5598
Cross-validation details (10-fold Crossvalidation)
Total cost
60553
Cross-validation details (10-fold Crossvalidation)