Run
8892539

Run 8892539

Task 3842 (Supervised Classification) waveform-5000 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
0.9327
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.697
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3118.8507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1708
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3814
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.66
Cross-validation details (10-fold Crossvalidation)