Run
2083056

Run 2083056

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Dakai Wei
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I120
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.RandomForest(12)_depth1000
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.supervised.instance.SpreadSubsample -M 1.0 -X 0.0 -S 1
weka.FilteredClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest

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
0.9814
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.104
Cross-validation details (10-fold Crossvalidation)
F measure
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1235
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-74633708.4042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1065
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
0.9784
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9784
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
30.8334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1677
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
4.0394
Cross-validation details (10-fold Crossvalidation)
Total cost
29611
Cross-validation details (10-fold Crossvalidation)