DEVELOPMENT... OpenML
Run
70168

Run 70168

Task 57 (Supervised Classification) ionosphere 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
0.9152
Per class
Build CPU time
0.2346
Build memory
815584379.396
F measure
0.8564
Per class
Kappa
0.6828
KB relative information score
205.2653
Mean absolute error
0.1969
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
0.8625
Per class
Predictive accuracy
0.8604
Prior entropy
0.9425
Recall
0.8604
Per class
Relative absolute error
0.4277
Root mean prior squared error
0.4797
Root mean squared error
0.3252
Root relative squared error
0.678
SciMark benchmark
939.4327