DEVELOPMENT... OpenML
Run
30491

Run 30491

Task 50 (Supervised Classification) heart-h Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

21 Evaluation measures

Area under ROC curve
0.8895
Per class
Build CPU time
0.1703
Build memory
538950478.5034
F measure
0.7945
Per class
Kappa
0.5519
KB relative information score
130.5304
Mean absolute error
0.1005
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7939
Per class
Predictive accuracy
0.7959
Prior entropy
1.0314
Recall
0.7959
Per class
Relative absolute error
0.5383
Root mean prior squared error
0.3037
Root mean squared error
0.227
Root relative squared error
0.7473
SciMark benchmark
933.9925

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