DEVELOPMENT... OpenML
Run
71390

Run 71390

Task 3494 (Supervised Classification) monks-problems-3 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
0.9388
Per class
Build CPU time
0.0045
Build memory
574846871.1913
F measure
0.794
Per class
Kappa
0.5939
KB relative information score
323.5286
Mean absolute error
0.2092
Mean prior absolute error
0.4992
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8258
Per class
Predictive accuracy
0.7996
Prior entropy
0.9989
Recall
0.7996
Per class
Relative absolute error
0.4191
Root mean prior squared error
0.4996
Root mean squared error
0.4167
Root relative squared error
0.8341
SciMark benchmark
938.3567