DEVELOPMENT... OpenML
Run
126976

Run 126976

Task 1819 (Supervised Classification) vote 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)_I20
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
0.9709
Per class
Build CPU time
0.0145
Build memory
911394763.8143
F measure
0.9421
Per class
Kappa
0.878
KB relative information score
1890.797
Mean absolute error
0.0615
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9422
Per class
Predictive accuracy
0.9421
Prior entropy
0.9627
Recall
0.9421
Per class
Relative absolute error
0.1296
Root mean prior squared error
0.4869
Root mean squared error
0.2237
Root relative squared error
0.4594
SciMark benchmark
937.9119