DEVELOPMENT... OpenML
Run
70242

Run 70242

Task 3916 (Supervised Classification) kc1-binary 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
0.7811
Per class
Build CPU time
0.2124
Build memory
143452644.9655
F measure
0.7258
Per class
Kappa
0.4554
KB relative information score
47.563
Mean absolute error
0.3285
Mean prior absolute error
0.4853
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7499
Per class
Predictive accuracy
0.7241
Prior entropy
0.979
Recall
0.7241
Per class
Relative absolute error
0.6769
Root mean prior squared error
0.4925
Root mean squared error
0.4289
Root relative squared error
0.8709
SciMark benchmark
943.2191