Run
10417318

Run 10417318

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

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.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
0.9029 ± 0.0849
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8443 ± 0.0744
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5124 ± 0.2085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.489 ± 0.2574
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1426 ± 0.0667
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
0.8426 ± 0.0649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8465 ± 0.0805
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7279 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.8465 ± 0.0805
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4385 ± 0.2067
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
0.3298 ± 0.0794
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.82 ± 0.2017
Cross-validation details (10-fold Crossvalidation)