DEVELOPMENT... OpenML
Run
126607

Run 126607

Task 3681 (Supervised Classification) puma8NH 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
0.852
Per class
Build CPU time
0.3989
Build memory
732997955.6377
F measure
0.8262
Per class
Kappa
0.6523
KB relative information score
3982.4726
Mean absolute error
0.2785
Mean prior absolute error
0.5
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8262
Per class
Predictive accuracy
0.8262
Prior entropy
1
Recall
0.8262
Per class
Relative absolute error
0.557
Root mean prior squared error
0.5
Root mean squared error
0.3774
Root relative squared error
0.7548
SciMark benchmark
908.8705