DEVELOPMENT... OpenML
Run
28184

Run 28184

Task 3794 (Supervised Classification) disclosure_z Uploaded 09-10-2014 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
0.5417
Per class
Build CPU time
0.0408
Build memory
1808454147.142
F measure
0.5273
Per class
Kappa
0.0553
KB relative information score
7.855
Mean absolute error
0.4942
Mean prior absolute error
0.4987
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5298
Per class
Predictive accuracy
0.5332
Prior entropy
0.9981
Recall
0.5332
Per class
Relative absolute error
0.9909
Root mean prior squared error
0.4993
Root mean squared error
0.5003
Root relative squared error
1.0019
SciMark benchmark
942.3574