DEVELOPMENT... OpenML
Run
126551

Run 126551

Task 3623 (Supervised Classification) meta 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
0.8409
Per class
Build CPU time
0.1917
Build memory
735972089.5152
F measure
0.893
Per class
Kappa
0.3933
KB relative information score
56.9678
Mean absolute error
0.1192
Mean prior absolute error
0.1848
Number of instances
528
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8895
Per class
Predictive accuracy
0.8977
Prior entropy
0.4808
Recall
0.8977
Per class
Relative absolute error
0.6449
Root mean prior squared error
0.303
Root mean squared error
0.287
Root relative squared error
0.9471
SciMark benchmark
929.5397

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