DEVELOPMENT... OpenML
Run
71116

Run 71116

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)_I40
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
0.8471
Per class
Build CPU time
0.0246
Build memory
376338549.6
F measure
0.7521
Per class
Kappa
0.4966
KB relative information score
98.4594
Mean absolute error
0.328
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
0.7573
Per class
Predictive accuracy
0.7556
Prior entropy
0.9912
Recall
0.7556
Per class
Relative absolute error
0.6641
Root mean prior squared error
0.4969
Root mean squared error
0.3994
Root relative squared error
0.8037
SciMark benchmark
785.9104

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