DEVELOPMENT... OpenML
Run
30318

Run 30318

Task 2328 (Supervised Classification) BNG(breast-w) Uploaded 13-10-2014 by Jason
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9985
Per class
Build CPU time
49.479
Build memory
76103824
F measure
0.9861
Per class
Kappa
0.9695
KB relative information score
12434.1628
Mean absolute error
0.023
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
0.9862
Per class
Predictive accuracy
0.9861
Prior entropy
0.9287
Recall
0.9861
Per class
Relative absolute error
0.0508
Root mean prior squared error
0.4767
Root mean squared error
0.105
Root relative squared error
0.2203
SciMark benchmark
935.3671