Run
10417262

Run 10417262

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

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-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
0.9426 ± 0.0713
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9015 ± 0.0824
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7172 ± 0.2046
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5732 ± 0.2772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1239 ± 0.0736
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
0.9184 ± 0.0557
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.896 ± 0.0898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7279 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.896 ± 0.0898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3809 ± 0.2281
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
0.2817 ± 0.1014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7002 ± 0.254
Cross-validation details (10-fold Crossvalidation)