DEVELOPMENT... OpenML
Run
126596

Run 126596

Task 3673 (Supervised Classification) fri_c0_100_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
0.8307
Per class
Build CPU time
0.0131
Build memory
1683046569.6
F measure
0.8304
Per class
Kappa
0.6586
KB relative information score
63.0368
Mean absolute error
0.1853
Mean prior absolute error
0.4951
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8322
Per class
Predictive accuracy
0.83
Prior entropy
0.9931
Recall
0.83
Per class
Relative absolute error
0.3743
Root mean prior squared error
0.4975
Root mean squared error
0.4012
Root relative squared error
0.8064
SciMark benchmark
943.2074