DEVELOPMENT... OpenML
Run
149122

Run 149122

Task 48 (Supervised Classification) heart-c Uploaded 07-02-2015 by Felicia West
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Flow

weka.END_ND_J48(2)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.J48(3)_C0.25
weka.J48(3)_M2
weka.END_ND_J48(2)_S1
weka.END_ND_J48(2)_I10
weka.END_ND_J48(2)_Wweka.classifiers.meta.nestedDichotomies.ND
weka.ND_J48(2)_S1
weka.ND_J48(2)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.7969
Per class
F measure
0.7985
Per class
Kappa
0.5934
KB relative information score
149.7637
Mean absolute error
0.0986
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7984
Per class
Predictive accuracy
0.7987
Prior entropy
1.0792
Recall
0.7987
Per class
Relative absolute error
0.4918
Root mean prior squared error
0.315
Root mean squared error
0.2674
Root relative squared error
0.849
SciMark benchmark
938.9865
UserCPU time millis
80
UserCPU time millis testing
50
UserCPU time millis training
30