DEVELOPMENT... OpenML
Run
126554

Run 126554

Task 3628 (Supervised Classification) fri_c2_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
0.7438
Per class
Build CPU time
0.0118
Build memory
1137665208
F measure
0.7289
Per class
Kappa
0.4512
KB relative information score
34.5359
Mean absolute error
0.3284
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
0.7292
Per class
Predictive accuracy
0.73
Prior entropy
0.9931
Recall
0.73
Per class
Relative absolute error
0.6632
Root mean prior squared error
0.4975
Root mean squared error
0.4901
Root relative squared error
0.9852
SciMark benchmark
908.8705