DEVELOPMENT... OpenML
Run
29415

Run 29415

Task 2936 (Supervised Classification) adult Uploaded 11-10-2014 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
0.8988
Per class
Build CPU time
62.8738
Build memory
1395661534.755
F measure
0.846
Per class
Kappa
0.5638
KB relative information score
208638.7043
Mean absolute error
0.2005
Mean prior absolute error
0.3641
Number of instances
488420
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.845
Per class
Predictive accuracy
0.8517
Prior entropy
0.7939
Recall
0.8517
Per class
Relative absolute error
0.5508
Root mean prior squared error
0.4266
Root mean squared error
0.3221
Root relative squared error
0.755
SciMark benchmark
556.8856