Run
8868005

Run 8868005

Task 3616 (Supervised Classification) pm10 Uploaded 01-03-2018 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
0.5274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0708
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7.1897
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4943
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.54
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0173
Cross-validation details (10-fold Crossvalidation)