Run
10417152

Run 10417152

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

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.7953 ± 0.1037
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8865 ± 0.0688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.637 ± 0.2022
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6091 ± 0.2406
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1089 ± 0.0687
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
0.8862 ± 0.0692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8911 ± 0.0687
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7279 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.8911 ± 0.0687
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3348 ± 0.2075
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
0.33 ± 0.0987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8205 ± 0.2381
Cross-validation details (10-fold Crossvalidation)