Run
10417297

Run 10417297

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

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using HoeffdingTree.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
0.8966 ± 0.1253
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.868 ± 0.0816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6251 ± 0.2059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4331 ± 0.3134
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1545 ± 0.082
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
0.892 ± 0.0591
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8593 ± 0.0904
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8593 ± 0.0904
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4782 ± 0.2548
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
0.3525 ± 0.1134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8795 ± 0.2846
Cross-validation details (10-fold Crossvalidation)