DEVELOPMENT... OpenML
Run
27787

Run 27787

Task 4228 (Supervised Classification) tr23.wc 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
0.9929
Per class
F measure
0.9388
Per class
Kappa
0.9136
KB relative information score
1747.2762
Mean absolute error
0.0438
Mean prior absolute error
0.2385
Number of instances
2040
Per class
Precision
0.94
Per class
Predictive accuracy
0.9387
Prior entropy
2.1253
Recall
0.9387
Per class
Relative absolute error
0.1838
Root mean prior squared error
0.3445
Root mean squared error
0.1304
Root relative squared error
0.3786