Run
10417200

Run 10417200

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

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.9535 ± 0.0661
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9487 ± 0.0345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8375 ± 0.2998
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6359 ± 0.1526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1161 ± 0.0391
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
0.9489 ± 0.0273
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9497 ± 0.0624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.9497 ± 0.0624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3594 ± 0.1212
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
0.2205 ± 0.067
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5502 ± 0.1667
Cross-validation details (10-fold Crossvalidation)