Run
10417238

Run 10417238

Task 190405 (Supervised Classification) epiparo_extract Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.8195 ± 0.1019
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7623 ± 0.1043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4773 ± 0.2209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4273 ± 0.1915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2554 ± 0.0821
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Number of instances
224
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7615 ± 0.1011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7634 ± 0.1047
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9364 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Recall
0.7634 ± 0.1047
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5588 ± 0.1774
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4778 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4255 ± 0.0861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8906 ± 0.1778
Cross-validation details (10-fold Crossvalidation)