DEVELOPMENT... OpenML
Run
70158

Run 70158

Task 52 (Supervised Classification) heart-statlog Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I80
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.8489
Per class
Build CPU time
0.0475
Build memory
248500116.8
F measure
0.7798
Per class
Kappa
0.5527
KB relative information score
96.9308
Mean absolute error
0.332
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7818
Per class
Predictive accuracy
0.7815
Prior entropy
0.9912
Recall
0.7815
Per class
Relative absolute error
0.6723
Root mean prior squared error
0.4969
Root mean squared error
0.3987
Root relative squared error
0.8024
SciMark benchmark
785.9104