DEVELOPMENT... OpenML
Run
70494

Run 70494

Task 1779 (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)_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
0.9781
Per class
Build CPU time
0.0403
Build memory
1168371058.5499
F measure
0.921
Per class
Kappa
0.8245
KB relative information score
2801.1875
Mean absolute error
0.0899
Mean prior absolute error
0.452
Number of instances
3495
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9209
Per class
Predictive accuracy
0.9213
Prior entropy
0.9297
Recall
0.9213
Per class
Relative absolute error
0.1988
Root mean prior squared error
0.4753
Root mean squared error
0.2312
Root relative squared error
0.4865
SciMark benchmark
941.6532