DEVELOPMENT... OpenML
Run
27635

Run 27635

Task 4468 (Supervised Classification) chscase_census6 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.

21 Evaluation measures

Area under ROC curve
0.4803
Per class
Build CPU time
0.0401
Build memory
1985682531.6
F measure
0.4762
Per class
Kappa
-0.0234
KB relative information score
-45.1502
Mean absolute error
0.4873
Mean prior absolute error
0.4848
Number of instances
4000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4934
Per class
Predictive accuracy
0.5578
Prior entropy
0.978
Recall
0.5578
Per class
Relative absolute error
1.0052
Root mean prior squared error
0.4923
Root mean squared error
0.5008
Root relative squared error
1.0173
SciMark benchmark
896.954