OpenML
8893297

Run 8893297

Task 145846 (Supervised Classification) har 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
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8923
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9149.6628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0422
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2771
Cross-validation details (10-fold Crossvalidation)
Number of instances
10299
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.911
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5759
Cross-validation details (10-fold Crossvalidation)
Recall
0.9105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3722
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4002
Cross-validation details (10-fold Crossvalidation)
Total cost