Run
8860328

Run 8860328

Task 3628 (Supervised Classification) fri_c2_100_10 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
0.7624
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7361
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4661
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.2699
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7421
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8929
Cross-validation details (10-fold Crossvalidation)