Run
8866656

Run 8866656

Task 146803 (Supervised Classification) credit-g Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-NaiveBayes.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
0.7818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
273.1971
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2967
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
0.7394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.751
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.751
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9197
Cross-validation details (10-fold Crossvalidation)