DEVELOPMENT... OpenML
Run
126704

Run 126704

Task 3798 (Supervised Classification) fri_c1_250_10 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
0.7633
Per class
Build CPU time
0.0151
Build memory
786629874.4
F measure
0.6897
Per class
Kappa
0.3682
KB relative information score
72.6134
Mean absolute error
0.359
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6902
Per class
Predictive accuracy
0.692
Prior entropy
0.9898
Recall
0.692
Per class
Relative absolute error
0.7284
Root mean prior squared error
0.4964
Root mean squared error
0.4528
Root relative squared error
0.9123
SciMark benchmark
943.2074