DEVELOPMENT... OpenML
Run
31751

Run 31751

Task 3865 (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)_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
0.8543
Per class
Build CPU time
47.381
Build memory
706710359.6858
F measure
0.8589
Per class
Kappa
0.1115
KB relative information score
-1587.7076
Mean absolute error
0.1526
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8628
Per class
Predictive accuracy
0.8955
Prior entropy
0.4871
Recall
0.8955
Per class
Relative absolute error
0.8067
Root mean prior squared error
0.3074
Root mean squared error
0.2784
Root relative squared error
0.9056
SciMark benchmark
946.6046