OpenML
8893197

Run 8893197

Task 146239 (Supervised Classification) dis 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
0.8091
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1541
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6230.9739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0294
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0305
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1162
Cross-validation details (10-fold Crossvalidation)
Recall
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.123
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1214
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9862
Cross-validation details (10-fold Crossvalidation)
Total cost