DEVELOPMENT... OpenML
Run
33063

Run 33063

Task 2936 (Supervised Classification) adult Uploaded 14-10-2014 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)_I160
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
0.8994
Per class
Build CPU time
436.1388
Build memory
1769593281.7633
F measure
0.8463
Per class
Kappa
0.5648
KB relative information score
208729.5209
Mean absolute error
0.2006
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
0.8454
Per class
Predictive accuracy
0.852
Prior entropy
0.7939
Recall
0.852
Per class
Relative absolute error
0.5509
Root mean prior squared error
0.4266
Root mean squared error
0.3215
Root relative squared error
0.7537
SciMark benchmark
944.8154