Run
10417206

Run 10417206

Task 190403 (Supervised Classification) regime_alimentaire Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.9299 ± 0.074
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8777 ± 0.0627
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6471 ± 0.1735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.51 ± 0.2394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1373 ± 0.0607
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
0.8937 ± 0.0539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8713 ± 0.068
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7279 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.8713 ± 0.068
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4222 ± 0.1882
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
0.3166 ± 0.088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7872 ± 0.221
Cross-validation details (10-fold Crossvalidation)