OpenML
10417316

Run 10417316

Task 190404 (Supervised Classification) epiparo_extract Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-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.

15 Evaluation measures

Area under ROC curve
0.8045 ± 0.0831
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5093 ± 0.2028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3526 ± 0.1674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1359 ± 0.034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1885 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
Number of instances
175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7829 ± 0.0991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2333 ± 0.101
Cross-validation details (10-fold Crossvalidation)
Recall
0.7829 ± 0.0991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7207 ± 0.1761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.304 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2595 ± 0.0526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8534 ± 0.1662
Cross-validation details (10-fold Crossvalidation)