Run
10417235

Run 10417235

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

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-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
0.8984 ± 0.0857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8637 ± 0.0786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5603 ± 0.2593
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5489 ± 0.1956
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1312 ± 0.0494
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
0.8621 ± 0.0797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8693 ± 0.0718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8693 ± 0.0718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4061 ± 0.1532
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
0.2927 ± 0.0822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7304 ± 0.2056
Cross-validation details (10-fold Crossvalidation)