DEVELOPMENT... OpenML
Run
33593

Run 33593

Task 1932 (Supervised Classification) heart-statlog Uploaded 15-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.8973
Per class
Build CPU time
1.4478
Build memory
115113091.36
F measure
0.8377
Per class
Kappa
0.6704
KB relative information score
1359.8139
Mean absolute error
0.2615
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
0.8389
Per class
Predictive accuracy
0.8385
Prior entropy
0.9912
Recall
0.8385
Per class
Relative absolute error
0.5295
Root mean prior squared error
0.4969
Root mean squared error
0.3538
Root relative squared error
0.712
SciMark benchmark
935.2285

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