DEVELOPMENT... OpenML
Run
127501

Run 127501

Task 257 (Supervised Classification) colic 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)_I10
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
0.777
Per class
Build CPU time
0.021
Build memory
2403504064
F measure
0.6925
Per class
Kappa
0.3786
KB relative information score
50.702
Mean absolute error
0.292
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6932
Per class
Predictive accuracy
0.6942
Prior entropy
0.9509
Recall
0.6942
Per class
Relative absolute error
0.5982
Root mean prior squared error
0.505
Root mean squared error
0.471
Root relative squared error
0.9327
SciMark benchmark
937.9119