DEVELOPMENT... OpenML
Run
27526

Run 27526

Task 1893 (Supervised Classification) breast-cancer 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.

21 Evaluation measures

Area under ROC curve
0.659
Per class
Build CPU time
0.0152
Build memory
932252988.1007
F measure
0.6997
Per class
Kappa
0.2489
KB relative information score
335.0002
Mean absolute error
0.3681
Mean prior absolute error
0.4183
Number of instances
2860
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7188
Per class
Predictive accuracy
0.7381
Prior entropy
0.8796
Recall
0.7381
Per class
Relative absolute error
0.8799
Root mean prior squared error
0.457
Root mean squared error
0.4363
Root relative squared error
0.9546
SciMark benchmark
946.2825