Run
8867855

Run 8867855

Task 52 (Supervised Classification) heart-statlog 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
0.8759
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6538
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.2894
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2177
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4407
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3762
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7571
Cross-validation details (10-fold Crossvalidation)