DEVELOPMENT... OpenML
Run
71558

Run 71558

Task 3481 (Supervised Classification) isolet 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
0.7816
Per class
Build CPU time
58.5727
Build memory
1110693886.5348
F measure
0.1646
Per class
Kappa
0.1443
KB relative information score
2094.2127
Mean absolute error
0.0675
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.1635
Per class
Predictive accuracy
0.1772
Prior entropy
4.7004
Recall
0.1772
Per class
Relative absolute error
0.9121
Root mean prior squared error
0.1923
Root mean squared error
0.1874
Root relative squared error
0.9744
SciMark benchmark
937.52