Run
10417163

Run 10417163

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

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.8818 ± 0.0619
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8559 ± 0.0504
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5133 ± 0.1783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4649 ± 0.0933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1626 ± 0.0228
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
0.8767 ± 0.0316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8744 ± 0.0361
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8744 ± 0.0361
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5033 ± 0.0718
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
0.3023 ± 0.0332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7544 ± 0.0827
Cross-validation details (10-fold Crossvalidation)