DEVELOPMENT... OpenML
Run
29212

Run 29212

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 11-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
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
0.9984
Per class
Build CPU time
39.4994
Build memory
2084693532.203
F measure
0.9847
Per class
Kappa
0.9662
KB relative information score
37425.5858
Mean absolute error
0.0236
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9847
Per class
Predictive accuracy
0.9847
Prior entropy
0.9287
Recall
0.9847
Per class
Relative absolute error
0.0522
Root mean prior squared error
0.4751
Root mean squared error
0.1077
Root relative squared error
0.2268
SciMark benchmark
942.8196

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