DEVELOPMENT... OpenML
Run
69283

Run 69283

Task 57 (Supervised Classification) ionosphere 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
0.9184
Per class
Build CPU time
0.3883
Build memory
805828331.3276
F measure
0.8537
Per class
Kappa
0.6769
KB relative information score
206.7833
Mean absolute error
0.1957
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.859
Per class
Predictive accuracy
0.8576
Prior entropy
0.9425
Recall
0.8576
Per class
Relative absolute error
0.425
Root mean prior squared error
0.4797
Root mean squared error
0.323
Root relative squared error
0.6733
SciMark benchmark
938.3567