Run
10417205

Run 10417205

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

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.9195 ± 0.0863
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8818 ± 0.0548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6626 ± 0.1481
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5082 ± 0.2274
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1397 ± 0.0649
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
0.9034 ± 0.0444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8744 ± 0.0593
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8744 ± 0.0593
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4326 ± 0.2011
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
0.3167 ± 0.0947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7901 ± 0.2359
Cross-validation details (10-fold Crossvalidation)