Run
2072621

Run 2072621

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


Flow

weka.CostSensitiveClassifier_LMT(3)Weka implementation of CostSensitiveClassifier
weka.LMT(6)_I10
weka.LMT(6)_M200
weka.LMT(6)_W0.0
weka.CostSensitiveClassifier_LMT(3)_Mtrue
weka.CostSensitiveClassifier_LMT(3)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_LMT(3)_S1
weka.CostSensitiveClassifier_LMT(3)_Wweka.classifiers.trees.LMT

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
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.108
Cross-validation details (10-fold Crossvalidation)
F measure
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1841
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1621892.6917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0134
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
0.9866
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9866
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.8819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.7878
Cross-validation details (10-fold Crossvalidation)
Total cost
30763
Cross-validation details (10-fold Crossvalidation)