DEVELOPMENT... OpenML
Run
126794

Run 126794

Task 3898 (Supervised Classification) kc1-top5 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
0.7464
Per class
Build CPU time
0.4142
Build memory
1581999975.0069
F measure
0.9034
Per class
Kappa
0.0739
KB relative information score
-44.6436
Mean absolute error
0.0943
Mean prior absolute error
0.1096
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9034
Per class
Predictive accuracy
0.9034
Prior entropy
0.3323
Recall
0.9034
Per class
Relative absolute error
0.8599
Root mean prior squared error
0.2284
Root mean squared error
0.2968
Root relative squared error
1.2994
SciMark benchmark
943.2074