DEVELOPMENT... OpenML
Run
126562

Run 126562

Task 3634 (Supervised Classification) fri_c3_100_25 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
0.5853
Per class
Build CPU time
0.0424
Build memory
1035073127.2
F measure
0.5411
Per class
Kappa
0.0782
KB relative information score
9.2972
Mean absolute error
0.4459
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
0.5439
Per class
Predictive accuracy
0.54
Prior entropy
0.9931
Recall
0.54
Per class
Relative absolute error
0.9007
Root mean prior squared error
0.4975
Root mean squared error
0.6005
Root relative squared error
1.2071
SciMark benchmark
943.2074