DEVELOPMENT... OpenML
Run
125811

Run 125811

Task 2354 (Supervised Classification) meta_ensembles.arff 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)_I80
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
0.6123
Per class
Build CPU time
0.018
Build memory
425892400
F measure
0.3958
Per class
Kappa
0.0835
KB relative information score
-1.374
Mean absolute error
0.3601
Mean prior absolute error
0.2983
Number of instances
24
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5833
Per class
Predictive accuracy
0.3333
Prior entropy
1.5899
Recall
0.3333
Per class
Relative absolute error
1.2069
Root mean prior squared error
0.3886
Root mean squared error
0.4362
Root relative squared error
1.1225
SciMark benchmark
909.5718