DEVELOPMENT... OpenML
Run
71169

Run 71169

Task 3911 (Supervised Classification) ar4 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
0.7997
Per class
Build CPU time
0.0269
Build memory
918440769.4953
F measure
0.822
Per class
Kappa
0.3677
KB relative information score
29.8136
Mean absolute error
0.1986
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8219
Per class
Predictive accuracy
0.8411
Prior entropy
0.707
Recall
0.8411
Per class
Relative absolute error
0.6457
Root mean prior squared error
0.3899
Root mean squared error
0.3544
Root relative squared error
0.9091
SciMark benchmark
785.9104