Run
8883914

Run 8883914

Task 145955 (Supervised Classification) arrhythmia Uploaded 12-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-J48(1)A Weka KnowledgeFlow using AdaBoostM1-J48.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
0.8624
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5473
Cross-validation details (10-fold Crossvalidation)
KB relative information score
238.2753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0369
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
0.6738
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1816
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8836
Cross-validation details (10-fold Crossvalidation)