DEVELOPMENT... OpenML
Run
125748

Run 125748

Task 1787 (Supervised Classification) cmc 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
0.6241
Per class
Build CPU time
0.0139
Build memory
1491143872.3356
F measure
0.4979
Per class
Kappa
0.2347
KB relative information score
471.3322
Mean absolute error
0.4274
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5102
Per class
Predictive accuracy
0.494
Prior entropy
1.5392
Recall
0.494
Per class
Relative absolute error
0.9921
Root mean prior squared error
0.4641
Root mean squared error
0.4656
Root relative squared error
1.0032
SciMark benchmark
943.5504