DEVELOPMENT... OpenML
Run
70064

Run 70064

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)_I80
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
0.8118
Per class
Build CPU time
3.044
Build memory
924901884.8
F measure
0.5733
Per class
Kappa
0.5046
KB relative information score
3637.9845
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
0.5938
Per class
Predictive accuracy
0.5975
Prior entropy
2.4836
Recall
0.5975
Per class
Relative absolute error
0.4984
Root mean prior squared error
0.3675
Root mean squared error
0.3432
Root relative squared error
0.934
SciMark benchmark
940.6012