DEVELOPMENT... OpenML
Run
27716

Run 27716

Task 4221 (Supervised Classification) ipums_la_98-small Uploaded 08-10-2014 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
0.9529
Per class
Build CPU time
3.49
Build memory
1503330814.7356
F measure
0.7285
Per class
Kappa
0.5433
KB relative information score
38462.5388
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
0.7321
Per class
Predictive accuracy
0.7479
Prior entropy
1.7643
Recall
0.7479
Per class
Relative absolute error
0.4767
Root mean prior squared error
0.2826
Root mean squared error
0.2079
Root relative squared error
0.7357
SciMark benchmark
895.172