OpenML
8892296

Run 8892296

Task 3629 (Supervised Classification) fri_c0_250_10 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
0.8903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.712
Cross-validation details (10-fold Crossvalidation)
KB relative information score
147.9166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2171
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8568
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7043
Cross-validation details (10-fold Crossvalidation)