Run
10417193

Run 10417193

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

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-NaiveBayes.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
0.9179 ± 0.0968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.873 ± 0.0823
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6413 ± 0.2063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4408 ± 0.3039
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1527 ± 0.0773
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
0.8988 ± 0.0583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8643 ± 0.0912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8643 ± 0.0912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4728 ± 0.2401
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
0.3371 ± 0.1171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.841 ± 0.2938
Cross-validation details (10-fold Crossvalidation)