Run
8861274

Run 8861274

Task 3715 (Supervised Classification) fri_c0_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
0.8035
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7096
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33.362
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3427
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7104
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.71
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6856
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8553
Cross-validation details (10-fold Crossvalidation)