Run
10417254

Run 10417254

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

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.9022 ± 0.0768
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8709 ± 0.0705
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.577 ± 0.3471
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5454 ± 0.2081
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.128 ± 0.0508
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
0.8728 ± 0.0713
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8794 ± 0.0713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8794 ± 0.0713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3962 ± 0.1579
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
0.309 ± 0.0836
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7709 ± 0.2093
Cross-validation details (10-fold Crossvalidation)