Run
8883507

Run 8883507

Task 3826 (Supervised Classification) heart-h 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
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5866
Cross-validation details (10-fold Crossvalidation)
KB relative information score
161.4029
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2041
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4614
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8106
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8129
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4058
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8452
Cross-validation details (10-fold Crossvalidation)