DEVELOPMENT... OpenML
Run
68223

Run 68223

Task 3881 (Supervised Classification) ipums_la_99-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
0.7793
Per class
Build CPU time
4.5096
Build memory
769069143.1741
F measure
0.5877
Per class
Kappa
0.0863
KB relative information score
-47456.7018
Mean absolute error
0.5225
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9376
Per class
Predictive accuracy
0.4784
Prior entropy
0.3444
Recall
0.4784
Per class
Relative absolute error
4.3436
Root mean prior squared error
0.2452
Root mean squared error
0.7083
Root relative squared error
2.889
SciMark benchmark
932.5791