Run
10417261

Run 10417261

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

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-NaiveBayes.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
0.937 ± 0.0853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8996 ± 0.0725
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7071 ± 0.192
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5764 ± 0.2767
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1214 ± 0.0706
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
0.9136 ± 0.0529
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8945 ± 0.0796
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8945 ± 0.0796
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3758 ± 0.2192
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
0.2808 ± 0.1312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7006 ± 0.3286
Cross-validation details (10-fold Crossvalidation)