Run
10417199

Run 10417199

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

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.9601 ± 0.0546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9429 ± 0.0742
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8167 ± 0.2547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5225 ± 0.1185
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.156 ± 0.0301
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
0.9468 ± 0.0504
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9455 ± 0.0595
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7279 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.9455 ± 0.0595
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4796 ± 0.0915
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
0.2464 ± 0.045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6127 ± 0.1112
Cross-validation details (10-fold Crossvalidation)
Total cost