Run
10417194

Run 10417194

Task 190403 (Supervised Classification) regime_alimentaire Uploaded 23-10-2019 by Gabriel Ferrettini
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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
0.9245 ± 0.0642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8676 ± 0.0889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6137 ± 0.2133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4741 ± 0.296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1453 ± 0.0778
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3253 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Number of instances
202
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8806 ± 0.0611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8614 ± 0.0971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7279 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.8614 ± 0.0971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4468 ± 0.241
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4022 ± 0.0091
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3277 ± 0.1096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8148 ± 0.274
Cross-validation details (10-fold Crossvalidation)