DEVELOPMENT... OpenML
Run
70980

Run 70980

Task 3613 (Supervised Classification) servo 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
0.9535
Per class
Build CPU time
0.0029
Build memory
857446312.8144
F measure
0.9313
Per class
Kappa
0.8161
KB relative information score
127.3988
Mean absolute error
0.0719
Mean prior absolute error
0.3533
Number of instances
167
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9454
Per class
Predictive accuracy
0.9281
Prior entropy
0.7794
Recall
0.9281
Per class
Relative absolute error
0.2034
Root mean prior squared error
0.4193
Root mean squared error
0.2681
Root relative squared error
0.6394
SciMark benchmark
785.9104