DEVELOPMENT... OpenML
Run
35207

Run 35207

Task 4531 (Supervised Classification) heart-h Uploaded 22-10-2014 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)_I80
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
0.8779
Per class
Build CPU time
0.5674
Build memory
3267828830.5497
F measure
0.817
Per class
Kappa
0.5986
KB relative information score
1355.8246
Mean absolute error
0.2586
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
0.8175
Per class
Predictive accuracy
0.8197
Prior entropy
0.9439
Recall
0.8197
Per class
Relative absolute error
0.5606
Root mean prior squared error
0.4802
Root mean squared error
0.3625
Root relative squared error
0.7549
SciMark benchmark
943.4484