DEVELOPMENT... OpenML
Run
72343

Run 72343

Task 3643 (Supervised Classification) sleuth_ex1714 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)_I20
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
0.8556
Per class
Build CPU time
0.003
Build memory
395737436.0851
F measure
0.7447
Per class
Kappa
0.4778
KB relative information score
21.1726
Mean absolute error
0.2734
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7447
Per class
Predictive accuracy
0.7447
Prior entropy
0.9852
Recall
0.7447
Per class
Relative absolute error
0.5587
Root mean prior squared error
0.4944
Root mean squared error
0.389
Root relative squared error
0.7868
SciMark benchmark
926.9727