DEVELOPMENT... OpenML
Run
126681

Run 126681

Task 3770 (Supervised Classification) chscase_census4 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
0.4766
Per class
Build CPU time
0.0076
Build memory
995911129.6
F measure
0.4914
Per class
Kappa
0.0173
KB relative information score
-0.9926
Mean absolute error
0.5009
Mean prior absolute error
0.4996
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
0.5108
Per class
Predictive accuracy
0.515
Prior entropy
0.9994
Recall
0.515
Per class
Relative absolute error
1.0027
Root mean prior squared error
0.4998
Root mean squared error
0.5062
Root relative squared error
1.0128
SciMark benchmark
929.5397