Run
10417315

Run 10417315

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

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.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
0.9162 ± 0.0792
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8918 ± 0.0729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6553 ± 0.2193
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.551 ± 0.2526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.132 ± 0.0603
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
0.8907 ± 0.0711
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8945 ± 0.076
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8945 ± 0.076
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4088 ± 0.1875
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
0.2854 ± 0.0923
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7123 ± 0.2311
Cross-validation details (10-fold Crossvalidation)