DEVELOPMENT... OpenML
Run
125477

Run 125477

Task 3763 (Supervised Classification) chscase_census6 Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_NaiveBayes(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_NaiveBayes(2)_I160
weka.AdaBoostM1_NaiveBayes(2)_P100
weka.AdaBoostM1_NaiveBayes(2)_S1
weka.AdaBoostM1_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.4831
Per class
Build CPU time
0.0072
Build memory
2822597437.6
F measure
0.4994
Per class
Kappa
0.0186
KB relative information score
12.5691
Mean absolute error
0.4696
Mean prior absolute error
0.4848
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5321
Per class
Predictive accuracy
0.575
Prior entropy
0.978
Recall
0.575
Per class
Relative absolute error
0.9688
Root mean prior squared error
0.4923
Root mean squared error
0.5324
Root relative squared error
1.0814
SciMark benchmark
943.2074