OpenML
8892248

Run 8892248

Task 3596 (Supervised Classification) fri_c1_250_5 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
0.7555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7103
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
66.9915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3804
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7131
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.712
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.712
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8895
Cross-validation details (10-fold Crossvalidation)