DEVELOPMENT... OpenML
Run
27768

Run 27768

Task 2952 (Supervised Classification) BNG(breast-w) Uploaded 08-10-2014 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)_I20
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.

17 Evaluation measures

Area under ROC curve
0.9983
Per class
F measure
0.9848
Per class
Kappa
0.9663
KB relative information score
374273.2015
Mean absolute error
0.0235
Mean prior absolute error
0.4514
Number of instances
393660
Per class
Precision
0.9848
Per class
Predictive accuracy
0.9848
Prior entropy
0.9287
Recall
0.9848
Per class
Relative absolute error
0.052
Root mean prior squared error
0.4751
Root mean squared error
0.1084
Root relative squared error
0.2282