Run
8859222

Run 8859222

Task 3491 (Supervised Classification) hayes-roth 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
0.8383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3594
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.5433
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2313
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.602
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.5938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7226
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.81
Cross-validation details (10-fold Crossvalidation)