Run
8869644

Run 8869644

Task 145929 (Supervised Classification) heart-h 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
0.7467
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6215
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3382
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10.614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2592
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5939
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1572
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0125
Cross-validation details (10-fold Crossvalidation)