Run
8892009

Run 8892009

Task 29 (Supervised Classification) credit-approval 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
0.9112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8526
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
412.5041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.209
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3331
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6703
Cross-validation details (10-fold Crossvalidation)