DEVELOPMENT... OpenML
Run
30007

Run 30007

Task 4345 (Supervised Classification) disclosure_x_bias 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)_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
0.5317
Per class
Build CPU time
0.0673
Build memory
739931166.2006
F measure
0.5317
Per class
Kappa
0.063
KB relative information score
61.8403
Mean absolute error
0.4956
Mean prior absolute error
0.4991
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
0.5329
Per class
Predictive accuracy
0.5349
Prior entropy
0.9987
Recall
0.5349
Per class
Relative absolute error
0.9929
Root mean prior squared error
0.4996
Root mean squared error
0.5013
Root relative squared error
1.0036
SciMark benchmark
945.9134