DEVELOPMENT... OpenML
Run
71548

Run 71548

Task 3800 (Supervised Classification) fri_c3_500_50 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
0.856
Per class
Build CPU time
0.2105
Build memory
497185332
F measure
0.7708
Per class
Kappa
0.5325
KB relative information score
242.2676
Mean absolute error
0.2594
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7712
Per class
Predictive accuracy
0.772
Prior entropy
0.9882
Recall
0.772
Per class
Relative absolute error
0.5274
Root mean prior squared error
0.4959
Root mean squared error
0.3988
Root relative squared error
0.8042
SciMark benchmark
939.4327