Run
10417249

Run 10417249

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

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-IBk5.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
0.7922 ± 0.08
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7114 ± 0.0914
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3538 ± 0.1971
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3458 ± 0.089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2979 ± 0.0345
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
0.7267 ± 0.1073
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7321 ± 0.0912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9364 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Recall
0.7321 ± 0.0912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6519 ± 0.0717
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
0.4271 ± 0.0423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8939 ± 0.0857
Cross-validation details (10-fold Crossvalidation)