Run
8869599

Run 8869599

Task 145880 (Supervised Classification) heart-switzerland 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
0.5492
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3053
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0396
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.5167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2864
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3047
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.374
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.374
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3799
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0047
Cross-validation details (10-fold Crossvalidation)
Total cost