DEVELOPMENT... OpenML
Run
30896

Run 30896

Task 1932 (Supervised Classification) heart-statlog 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
0.8898
Per class
Build CPU time
0.2061
Build memory
132609347.28
F measure
0.8166
Per class
Kappa
0.628
KB relative information score
1358.9569
Mean absolute error
0.258
Mean prior absolute error
0.4939
Number of instances
2700
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8167
Per class
Predictive accuracy
0.817
Prior entropy
0.9912
Recall
0.817
Per class
Relative absolute error
0.5224
Root mean prior squared error
0.4969
Root mean squared error
0.3622
Root relative squared error
0.7289
SciMark benchmark
842.8201

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