DEVELOPMENT... OpenML
Run
23655

Run 23655

Task 15 (Supervised Classification) breast-w Uploaded 26-06-2014 by Felicia West
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I80
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9909
Per class
F measure
0.9657
Per class
Kappa
0.9243
KB relative information score
607.7621
Mean absolute error
0.0636
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9659
Per class
Predictive accuracy
0.9657
Prior entropy
0.9297
Recall
0.9657
Per class
Relative absolute error
0.1407
Root mean prior squared error
0.4753
Root mean squared error
0.171
Root relative squared error
0.3599
SciMark benchmark
936.1718[563.74938041721711003.3610871184861481.93081680843505898.06100736794291733.756692491815]