DEVELOPMENT... OpenML
Run
29462

Run 29462

Task 2952 (Supervised Classification) BNG(breast-w) Uploaded 12-10-2014 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
0.9985
Per class
Build CPU time
42.9086
Build memory
908930748.1343
F measure
0.985
Per class
Kappa
0.9669
KB relative information score
374349.8217
Mean absolute error
0.0234
Mean prior absolute error
0.4514
Number of instances
393660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9851
Per class
Predictive accuracy
0.985
Prior entropy
0.9287
Recall
0.985
Per class
Relative absolute error
0.0519
Root mean prior squared error
0.4751
Root mean squared error
0.1073
Root relative squared error
0.2259
SciMark benchmark
928.3406