DEVELOPMENT... OpenML
Run
71692

Run 71692

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)_I40
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
0.9756
Per class
Build CPU time
0.0283
Build memory
1276304106.4767
F measure
0.919
Per class
Kappa
0.8197
KB relative information score
2800.8962
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
0.9192
Per class
Predictive accuracy
0.9196
Prior entropy
0.9297
Recall
0.9196
Per class
Relative absolute error
0.1988
Root mean prior squared error
0.4753
Root mean squared error
0.2321
Root relative squared error
0.4883
SciMark benchmark
910.9043