DEVELOPMENT... OpenML
Run
72012

Run 72012

Task 15 (Supervised Classification) breast-w 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
0.9813
Per class
Build CPU time
0.0242
Build memory
635742738.9871
F measure
0.9217
Per class
Kappa
0.8249
KB relative information score
570.4954
Mean absolute error
0.0828
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9232
Per class
Predictive accuracy
0.9227
Prior entropy
0.9297
Recall
0.9227
Per class
Relative absolute error
0.1831
Root mean prior squared error
0.4753
Root mean squared error
0.2284
Root relative squared error
0.4806
SciMark benchmark
942.4281