Run
10417312

Run 10417312

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

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-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
0.8149 ± 0.0912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7832 ± 0.084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5304 ± 0.1705
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4235 ± 0.1472
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2672 ± 0.0616
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
0.7867 ± 0.0758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7813 ± 0.0849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9364 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Recall
0.7813 ± 0.0849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5846 ± 0.1335
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
0.4181 ± 0.0843
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.875 ± 0.1743
Cross-validation details (10-fold Crossvalidation)