Run
8881363

Run 8881363

Task 145929 (Supervised Classification) heart-h Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-NaiveBayes.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
0.7056
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3249
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-26.5227
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2789
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
0.6308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6224
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6224
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2454
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3578
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0731
Cross-validation details (10-fold Crossvalidation)