DEVELOPMENT... OpenML
Run
31415

Run 31415

Task 1777 (Supervised Classification) breast-cancer Uploaded 13-10-2014 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)_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
0.674
Per class
Build CPU time
0.0462
Build memory
588422493.6
F measure
0.686
Per class
Kappa
0.2146
KB relative information score
142.631
Mean absolute error
0.3738
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6974
Per class
Predictive accuracy
0.7245
Prior entropy
0.8796
Recall
0.7245
Per class
Relative absolute error
0.8936
Root mean prior squared error
0.457
Root mean squared error
0.4377
Root relative squared error
0.9578
SciMark benchmark
942.2284