Run
10417187

Run 10417187

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

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.8283 ± 0.0927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.895 ± 0.0595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6745 ± 0.1888
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6177 ± 0.2011
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1055 ± 0.0558
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
0.8955 ± 0.0497
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8945 ± 0.0558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8945 ± 0.0558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3267 ± 0.1721
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
0.3249 ± 0.1257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8106 ± 0.3126
Cross-validation details (10-fold Crossvalidation)