DEVELOPMENT... OpenML
Run
30945

Run 30945

Task 4221 (Supervised Classification) ipums_la_98-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
0.9552
Per class
Build CPU time
14.5125
Build memory
2365040718.7246
F measure
0.7281
Per class
Kappa
0.5433
KB relative information score
38479.6339
Mean absolute error
0.0762
Mean prior absolute error
0.1598
Number of instances
74850
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7324
Per class
Predictive accuracy
0.748
Prior entropy
1.7643
Recall
0.748
Per class
Relative absolute error
0.477
Root mean prior squared error
0.2826
Root mean squared error
0.2074
Root relative squared error
0.7339
SciMark benchmark
946.5878