OpenML
8892199

Run 8892199

Task 3553 (Supervised Classification) analcatdata_challenger 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
0.5435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6389
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.261
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3.3347
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2715
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3233
Cross-validation details (10-fold Crossvalidation)
Number of instances
23
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.638
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2485
Cross-validation details (10-fold Crossvalidation)
Recall
0.6522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8398
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3933
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4603
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1705
Cross-validation details (10-fold Crossvalidation)
Total cost