DEVELOPMENT... OpenML
Run
29655

Run 29655

Task 4531 (Supervised Classification) heart-h 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
0.8841
Per class
Build CPU time
0.1051
Build memory
1885186486.9878
F measure
0.7944
Per class
Kappa
0.5497
KB relative information score
1362.3036
Mean absolute error
0.2529
Mean prior absolute error
0.4614
Number of instances
2940
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.794
Per class
Predictive accuracy
0.7969
Prior entropy
0.9439
Recall
0.7969
Per class
Relative absolute error
0.5481
Root mean prior squared error
0.4802
Root mean squared error
0.364
Root relative squared error
0.7582
SciMark benchmark
635.6511