Run
10417241

Run 10417241

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

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.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
0.9147 ± 0.103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9546 ± 0.0588
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8579 ± 0.1989
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7312 ± 0.1811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0848 ± 0.048
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
0.9544 ± 0.0403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9548 ± 0.0498
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.9548 ± 0.0498
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2624 ± 0.1489
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
0.2076 ± 0.0976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5181 ± 0.2432
Cross-validation details (10-fold Crossvalidation)