DEVELOPMENT... OpenML
Run
28394

Run 28394

Task 4586 (Supervised Classification) ipums_la_99-small 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
0.8849
Per class
Build CPU time
6.0413
Build memory
334977227.8895
F measure
0.9154
Per class
Kappa
0.1451
KB relative information score
-24649.4669
Mean absolute error
0.0965
Mean prior absolute error
0.1203
Number of instances
88440
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9159
Per class
Predictive accuracy
0.9368
Prior entropy
0.3444
Recall
0.9368
Per class
Relative absolute error
0.8021
Root mean prior squared error
0.2452
Root mean squared error
0.223
Root relative squared error
0.9098
SciMark benchmark
944.5916