DEVELOPMENT... OpenML
Run
68128

Run 68128

Task 3865 (Supervised Classification) ipums_la_98-small Uploaded 30-11-2014 by Felicia West
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Flow

weka.Bagging_NaiveBayes(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(2)_I160
weka.Bagging_NaiveBayes(2)_P100
weka.Bagging_NaiveBayes(2)_S1
weka.Bagging_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(2)_num-slots1

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
0.758
Per class
Build CPU time
4.1433
Build memory
1043090236.7476
F measure
0.5409
Per class
Kappa
0.1169
KB relative information score
-21006.3773
Mean absolute error
0.5374
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
0.9048
Per class
Predictive accuracy
0.4624
Prior entropy
0.4871
Recall
0.4624
Per class
Relative absolute error
2.8418
Root mean prior squared error
0.3074
Root mean squared error
0.7228
Root relative squared error
2.351
SciMark benchmark
927.7693