Run
10417169

Run 10417169

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

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-SMO.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
0.855 ± 0.1097
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9111 ± 0.0717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7286 ± 0.2177
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6723 ± 0.2678
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0905 ± 0.0736
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
0.9137 ± 0.0669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9095 ± 0.0736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.9095 ± 0.0736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2801 ± 0.2286
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
0.3008 ± 0.1801
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7505 ± 0.4505
Cross-validation details (10-fold Crossvalidation)