DEVELOPMENT... OpenML
Run
126518

Run 126518

Task 3582 (Supervised Classification) fri_c3_100_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)_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
0.5607
Per class
Build CPU time
0.1663
Build memory
731015669.6
F measure
0.5777
Per class
Kappa
0.0995
KB relative information score
8.2899
Mean absolute error
0.4216
Mean prior absolute error
0.4718
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
0.5758
Per class
Predictive accuracy
0.58
Prior entropy
0.9597
Recall
0.58
Per class
Relative absolute error
0.8937
Root mean prior squared error
0.4854
Root mean squared error
0.6379
Root relative squared error
1.3143
SciMark benchmark
929.5397