Run
10417247

Run 10417247

Task 190402 (Supervised Classification) stress Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-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
0.8794 ± 0.1073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8057 ± 0.0872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3456 ± 0.3115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3657 ± 0.1407
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1841 ± 0.0325
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.323 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Number of instances
199
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8091 ± 0.1084
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8291 ± 0.0681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8291 ± 0.0681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5699 ± 0.1016
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4008 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.326 ± 0.0424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8134 ± 0.1058
Cross-validation details (10-fold Crossvalidation)