DEVELOPMENT... OpenML
Run
126682

Run 126682

Task 3771 (Supervised Classification) chscase_census3 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)_I40
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
0.461
Per class
Build CPU time
0.0103
Build memory
1057220833.6
F measure
0.4643
Per class
Kappa
-0.0583
KB relative information score
-5.9766
Mean absolute error
0.5048
Mean prior absolute error
0.4992
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
0.4692
Per class
Predictive accuracy
0.4775
Prior entropy
0.9989
Recall
0.4775
Per class
Relative absolute error
1.0111
Root mean prior squared error
0.4996
Root mean squared error
0.5123
Root relative squared error
1.0255
SciMark benchmark
943.2074