DEVELOPMENT... OpenML
Run
69949

Run 69949

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)_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
0.9826
Per class
Build CPU time
0.0746
Build memory
933079199.7139
F measure
0.9381
Per class
Kappa
0.8621
KB relative information score
573.5191
Mean absolute error
0.0817
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9384
Per class
Predictive accuracy
0.9385
Prior entropy
0.9297
Recall
0.9385
Per class
Relative absolute error
0.1807
Root mean prior squared error
0.4753
Root mean squared error
0.2241
Root relative squared error
0.4714
SciMark benchmark
785.9104