Run
10417291

Run 10417291

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

weka.kf.JRip(1)A Weka KnowledgeFlow using JRip.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
0.8925 ± 0.1141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9391 ± 0.0589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8087 ± 0.1968
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7423 ± 0.1814
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0791 ± 0.049
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 ± 0.0448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9397 ± 0.0516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.9397 ± 0.0516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2449 ± 0.152
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
0.2449 ± 0.1157
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6111 ± 0.2891
Cross-validation details (10-fold Crossvalidation)