DEVELOPMENT... OpenML
Run
125996

Run 125996

Task 3670 (Supervised Classification) fri_c4_500_50 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
0.6769
Per class
Build CPU time
0.336
Build memory
890076194.4
F measure
0.6239
Per class
Kappa
0.2453
KB relative information score
104.0399
Mean absolute error
0.3988
Mean prior absolute error
0.4984
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6238
Per class
Predictive accuracy
0.624
Prior entropy
0.9978
Recall
0.624
Per class
Relative absolute error
0.8002
Root mean prior squared error
0.4992
Root mean squared error
0.5134
Root relative squared error
1.0285
SciMark benchmark
908.8705