DEVELOPMENT... OpenML
Run
19185

Run 19185

Task 50 (Supervised Classification) heart-h Uploaded 12-06-2014 by Felicia West
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Flow

weka.END_ND_J48(1)Lin Dong, Eibe Frank, Stefan Kramer: Ensembles of Balanced Nested Dichotomies for Multi-class Problems. In: PKDD, 84-95, 2005. Eibe Frank, Stefan Kramer: Ensembles of nested dichotomies for multi-class problems. In: Twenty-first International Conference on Machine Learning, 2004.
weka.END_ND_J48(1)_I10
weka.END_ND_J48(1)_S1
weka.END_ND_J48(1)_Wweka.classifiers.meta.nestedDichotomies.ND
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.ND_J48(1)_S1
weka.ND_J48(1)_Wweka.classifiers.trees.J48

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
0.7675
Per class
F measure
0.7993
Per class
Kappa
0.5595
KB relative information score
111.7688
Mean absolute error
0.1162
Mean prior absolute error
0.1867
Number of instances
294
Per class
Precision
0.7998
Per class
Predictive accuracy
0.8027
Prior entropy
1.0314
Recall
0.8027
Per class
Relative absolute error
0.6224
Root mean prior squared error
0.3037
Root mean squared error
0.2551
Root relative squared error
0.84