OpenML
8892500

Run 8892500

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 27-03-2018 by William Raynaut
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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.

17 Evaluation measures

Area under ROC curve
0.787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.6631
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1791
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.839
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.839
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7277
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9898
Cross-validation details (10-fold Crossvalidation)