Run
8884360

Run 8884360

Task 3826 (Supervised Classification) heart-h Uploaded 12-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-IBk5(1)A Weka KnowledgeFlow using AdaBoostM1-IBk5.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
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8191
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.7244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2253
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
0.8187
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8197
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8197
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4883
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8208
Cross-validation details (10-fold Crossvalidation)