Run
8872731

Run 8872731

Task 31 (Supervised Classification) credit-g Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7535
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7245
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3224
Cross-validation details (10-fold Crossvalidation)
KB relative information score
200.5606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3294
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7227
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.918
Cross-validation details (10-fold Crossvalidation)