Run
8866281

Run 8866281

Task 146193 (Supervised Classification) clean1 Uploaded 28-02-2018 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
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
264.5018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2191
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4916
Cross-validation details (10-fold Crossvalidation)
Number of instances
476
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9878
Cross-validation details (10-fold Crossvalidation)
Recall
0.7962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8267
Cross-validation details (10-fold Crossvalidation)