DEVELOPMENT... OpenML
Run
72328

Run 72328

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)_I20
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
0.8988
Per class
Build CPU time
0.0413
Build memory
360791334.792
F measure
0.8451
Per class
Kappa
0.6582
KB relative information score
208.0603
Mean absolute error
0.1907
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
0.8495
Per class
Predictive accuracy
0.849
Prior entropy
0.9425
Recall
0.849
Per class
Relative absolute error
0.4143
Root mean prior squared error
0.4797
Root mean squared error
0.3348
Root relative squared error
0.6979
SciMark benchmark
941.6532