Run
10417175

Run 10417175

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

weka.kf.ReplaceMissingValues-J48(1)A Weka KnowledgeFlow using ReplaceMissingValues-J48.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
0.8419 ± 0.1088
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9164 ± 0.0652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7459 ± 0.205
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6386 ± 0.2087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.11 ± 0.0541
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
0.9197 ± 0.0482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9146 ± 0.0627
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.9146 ± 0.0627
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3406 ± 0.1677
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
0.2838 ± 0.124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7081 ± 0.3094
Cross-validation details (10-fold Crossvalidation)