DEVELOPMENT... OpenML
Run
28517

Run 28517

Task 4345 (Supervised Classification) disclosure_x_bias 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
0.5258
Per class
Build CPU time
0.0345
Build memory
1739980408.2743
F measure
0.5251
Per class
Kappa
0.0499
KB relative information score
48.8824
Mean absolute error
0.4963
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
0.5262
Per class
Predictive accuracy
0.5284
Prior entropy
0.9987
Recall
0.5284
Per class
Relative absolute error
0.9944
Root mean prior squared error
0.4996
Root mean squared error
0.5026
Root relative squared error
1.006
SciMark benchmark
945.1968