Run
10417253

Run 10417253

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

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.9199 ± 0.0793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8935 ± 0.0588
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6634 ± 0.2085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.57 ± 0.1124
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1218 ± 0.0318
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
0.8925 ± 0.0499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.896 ± 0.0484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7279 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.896 ± 0.0484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3743 ± 0.0967
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
0.2881 ± 0.0604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7164 ± 0.1509
Cross-validation details (10-fold Crossvalidation)