Run
10417211

Run 10417211

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

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.8941 ± 0.1251
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8686 ± 0.0893
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.631 ± 0.2143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4487 ± 0.3158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1515 ± 0.0834
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
0.8966 ± 0.0587
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8593 ± 0.0992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8593 ± 0.0992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.469 ± 0.2591
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
0.3484 ± 0.1155
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8693 ± 0.2897
Cross-validation details (10-fold Crossvalidation)