DEVELOPMENT... OpenML
Run
29459

Run 29459

Task 1928 (Supervised Classification) heart-c Uploaded 12-10-2014 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)_I40
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
0.8879
Per class
Build CPU time
0.1061
Build memory
152716616.1399
F measure
0.8052
Per class
Kappa
0.6069
KB relative information score
1394.1161
Mean absolute error
0.1072
Mean prior absolute error
0.2004
Number of instances
3030
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8054
Per class
Predictive accuracy
0.8056
Prior entropy
1.0792
Recall
0.8056
Per class
Relative absolute error
0.5349
Root mean prior squared error
0.315
Root mean squared error
0.2314
Root relative squared error
0.7347
SciMark benchmark
588.502

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