Run
10417164

Run 10417164

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

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.834 ± 0.1211
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.837 ± 0.0569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4629 ± 0.1774
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3798 ± 0.1967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1908 ± 0.0476
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
0.8396 ± 0.0571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8515 ± 0.0569
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7279 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.8515 ± 0.0569
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5865 ± 0.1445
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
0.3317 ± 0.0663
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8247 ± 0.1629
Cross-validation details (10-fold Crossvalidation)