DEVELOPMENT... OpenML
Run
69407

Run 69407

Task 3753 (Supervised Classification) cloud Uploaded 30-11-2014 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)_I160
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
0.9439
Per class
Build CPU time
0.0385
Build memory
97622297.4074
F measure
0.8341
Per class
Kappa
0.5891
KB relative information score
62.3943
Mean absolute error
0.1688
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8408
Per class
Predictive accuracy
0.8426
Prior entropy
0.8813
Recall
0.8426
Per class
Relative absolute error
0.4032
Root mean prior squared error
0.4566
Root mean squared error
0.3171
Root relative squared error
0.6944
SciMark benchmark
934.625