Run
8869661

Run 8869661

Task 145955 (Supervised Classification) arrhythmia Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-SMO.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
0.8181
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5054
Cross-validation details (10-fold Crossvalidation)
KB relative information score
222.968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6656
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6903
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.6903
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1913
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.931
Cross-validation details (10-fold Crossvalidation)