DEVELOPMENT... OpenML
Run
127992

Run 127992

Task 3895 (Supervised Classification) gina_prior 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)_I10
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
0.9084
Per class
Build CPU time
23.7162
Build memory
1053450909.5133
F measure
0.8319
Per class
Kappa
0.6637
KB relative information score
2047.7533
Mean absolute error
0.2139
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8319
Per class
Predictive accuracy
0.8319
Prior entropy
0.9998
Recall
0.8319
Per class
Relative absolute error
0.4279
Root mean prior squared error
0.4999
Root mean squared error
0.3484
Root relative squared error
0.6969
SciMark benchmark
908.8705