OpenML
8892287

Run 8892287

Task 3623 (Supervised Classification) meta 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
0.8355
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.8195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1278
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1848
Cross-validation details (10-fold Crossvalidation)
Number of instances
528
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4808
Cross-validation details (10-fold Crossvalidation)
Recall
0.9053
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.303
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2801
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9243
Cross-validation details (10-fold Crossvalidation)