Run
10417279

Run 10417279

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

weka.kf.AdaBoostM1-J48(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.9347 ± 0.0883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9439 ± 0.0639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8229 ± 0.213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7987 ± 0.2014
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0558 ± 0.0559
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
0.9437 ± 0.0447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9447 ± 0.0555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.9447 ± 0.0555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1727 ± 0.1728
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
0.235 ± 0.1612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5864 ± 0.4016
Cross-validation details (10-fold Crossvalidation)