DEVELOPMENT... OpenML
Run
73234

Run 73234

Task 280 (Supervised Classification) heart-h 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)_I10
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
0.8032
Per class
Build CPU time
0.004
Build memory
1000109056
F measure
0.7749
Per class
Kappa
0.5028
KB relative information score
48.6389
Mean absolute error
0.0833
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7817
Per class
Predictive accuracy
0.7835
Prior entropy
1.0314
Recall
0.7835
Per class
Relative absolute error
0.4461
Root mean prior squared error
0.3038
Root mean squared error
0.2635
Root relative squared error
0.8675
SciMark benchmark
785.9104