DEVELOPMENT... OpenML
Run
71752

Run 71752

Task 3835 (Supervised Classification) squash-stored 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
0.8298
Per class
Build CPU time
0.0152
Build memory
730234290.6154
F measure
0.7699
Per class
Kappa
0.5405
KB relative information score
16.7955
Mean absolute error
0.35
Mean prior absolute error
0.4936
Number of instances
52
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7797
Per class
Predictive accuracy
0.7692
Prior entropy
0.9911
Recall
0.7692
Per class
Relative absolute error
0.7091
Root mean prior squared error
0.4967
Root mean squared error
0.4166
Root relative squared error
0.8387
SciMark benchmark
785.9104