Run
10417309

Run 10417309

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

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-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
0.9107 ± 0.0968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8686 ± 0.0787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.631 ± 0.1967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4318 ± 0.2954
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1572 ± 0.0734
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
0.8966 ± 0.0564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8593 ± 0.0873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8593 ± 0.0873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4867 ± 0.2282
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
0.3381 ± 0.1156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8436 ± 0.2898
Cross-validation details (10-fold Crossvalidation)