Run
10417303

Run 10417303

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

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.948 ± 0.0605
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9391 ± 0.0491
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8087 ± 0.1703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.716 ± 0.1638
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0873 ± 0.0427
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
0.9388 ± 0.0315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9397 ± 0.0394
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.9397 ± 0.0394
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2704 ± 0.1325
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
0.2107 ± 0.0807
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5257 ± 0.2012
Cross-validation details (10-fold Crossvalidation)