DEVELOPMENT... OpenML
Run
70954

Run 70954

Task 2074 (Supervised Classification) satimage 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
0.7931
Per class
Build CPU time
1.3771
Build memory
742009247.2
F measure
0.5728
Per class
Kappa
0.5034
KB relative information score
3636.3974
Mean absolute error
0.1346
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5915
Per class
Predictive accuracy
0.5969
Prior entropy
2.4836
Recall
0.5969
Per class
Relative absolute error
0.4982
Root mean prior squared error
0.3675
Root mean squared error
0.3441
Root relative squared error
0.9365
SciMark benchmark
937.52