DEVELOPMENT... OpenML
Run
71618

Run 71618

Task 1768 (Supervised Classification) labor 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
0.8244
Per class
Build CPU time
0.0045
Build memory
972273254.4
F measure
0.7911
Per class
Kappa
0.534
KB relative information score
120.178
Mean absolute error
0.2685
Mean prior absolute error
0.457
Number of instances
285
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7929
Per class
Predictive accuracy
0.7965
Prior entropy
0.9393
Recall
0.7965
Per class
Relative absolute error
0.5875
Root mean prior squared error
0.4773
Root mean squared error
0.3946
Root relative squared error
0.8269
SciMark benchmark
785.9104