DEVELOPMENT... OpenML
Run
30452

Run 30452

Task 3881 (Supervised Classification) ipums_la_99-small Uploaded 13-10-2014 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)_I80
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
0.8912
Per class
Build CPU time
21.4007
Build memory
143753728.9389
F measure
0.9162
Per class
Kappa
0.1496
KB relative information score
-2576.7948
Mean absolute error
0.0967
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9198
Per class
Predictive accuracy
0.9379
Prior entropy
0.3444
Recall
0.9379
Per class
Relative absolute error
0.8038
Root mean prior squared error
0.2452
Root mean squared error
0.2213
Root relative squared error
0.9027
SciMark benchmark
943.3873