Run
10417155

Run 10417155

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

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5.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
0.9376 ± 0.0541
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9391 ± 0.0612
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8087 ± 0.2063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7133 ± 0.1703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0882 ± 0.048
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
0.9388 ± 0.0449
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9397 ± 0.0521
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.9397 ± 0.0521
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2729 ± 0.1482
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
0.2226 ± 0.0867
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5555 ± 0.2148
Cross-validation details (10-fold Crossvalidation)