Run
10417181

Run 10417181

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

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.8981 ± 0.1222
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8686 ± 0.0877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.631 ± 0.2194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4562 ± 0.3031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1487 ± 0.0823
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 ± 0.0614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8593 ± 0.0963
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8593 ± 0.0963
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4603 ± 0.2556
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
0.3397 ± 0.1322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8476 ± 0.3312
Cross-validation details (10-fold Crossvalidation)