DEVELOPMENT... OpenML
Run
34304

Run 34304

Task 2328 (Supervised Classification) BNG(breast-w) Uploaded 18-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I80
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9982
Per class
Build CPU time
2409.604
Build memory
92461952
F measure
0.9865
Per class
Kappa
0.9702
KB relative information score
12374.8089
Mean absolute error
0.0259
Mean prior absolute error
0.4529
Number of instances
12990
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9865
Per class
Predictive accuracy
0.9865
Prior entropy
0.9287
Recall
0.9865
Per class
Relative absolute error
0.0573
Root mean prior squared error
0.4767
Root mean squared error
0.1044
Root relative squared error
0.219
SciMark benchmark
947.3623