DEVELOPMENT... OpenML
Run
27021

Run 27021

Task 3865 (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.

17 Evaluation measures

Area under ROC curve
0.8462
Per class
F measure
0.862
Per class
Kappa
0.1374
KB relative information score
-1456.6835
Mean absolute error
0.1524
Mean prior absolute error
0.1891
Number of instances
7485
Per class
Precision
0.8631
Per class
Predictive accuracy
0.8954
Prior entropy
0.4871
Recall
0.8954
Per class
Relative absolute error
0.8058
Root mean prior squared error
0.3074
Root mean squared error
0.2812
Root relative squared error
0.9147