Run
10417160

Run 10417160

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

weka.kf.AttributeSelection-Ranker-InfoGain-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.9196 ± 0.1001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8776 ± 0.0738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6116 ± 0.233
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5203 ± 0.228
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1424 ± 0.0568
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
0.8762 ± 0.0766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8812 ± 0.0706
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7279 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.8812 ± 0.0706
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4377 ± 0.1736
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
0.2893 ± 0.0882
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7193 ± 0.2183
Cross-validation details (10-fold Crossvalidation)