Run
8861565

Run 8861565

Task 3740 (Supervised Classification) fri_c1_100_50 Uploaded 27-02-2018 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
0.5556
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5498
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5.5102
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4659
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.56
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.56
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5339
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0755
Cross-validation details (10-fold Crossvalidation)