DEVELOPMENT... OpenML
Run
29508

Run 29508

Task 4499 (Supervised Classification) disclosure_z Uploaded 12-10-2014 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)_I40
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
0.5335
Per class
Build CPU time
0.0692
Build memory
110329229.4767
F measure
0.5303
Per class
Kappa
0.0603
KB relative information score
60.0436
Mean absolute error
0.4952
Mean prior absolute error
0.4987
Number of instances
6620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5322
Per class
Predictive accuracy
0.5352
Prior entropy
0.9981
Recall
0.5352
Per class
Relative absolute error
0.993
Root mean prior squared error
0.4993
Root mean squared error
0.5011
Root relative squared error
1.0035
SciMark benchmark
946.254