DEVELOPMENT... OpenML
Run
127562

Run 127562

Task 1806 (Supervised Classification) haberman 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
0.6082
Per class
Build CPU time
0.0039
Build memory
972606865.6
F measure
0.6985
Per class
Kappa
0.1796
KB relative information score
77.9273
Mean absolute error
0.3512
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6967
Per class
Predictive accuracy
0.7346
Prior entropy
0.836
Recall
0.7346
Per class
Relative absolute error
0.9006
Root mean prior squared error
0.4412
Root mean squared error
0.4477
Root relative squared error
1.0148
SciMark benchmark
943.2074