DEVELOPMENT... OpenML
Run
126962

Run 126962

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)_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
0.6111
Per class
Build CPU time
0.0048
Build memory
1008631686.4
F measure
0.7005
Per class
Kappa
0.1849
KB relative information score
85.8918
Mean absolute error
0.3498
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
0.6995
Per class
Predictive accuracy
0.7366
Prior entropy
0.836
Recall
0.7366
Per class
Relative absolute error
0.8969
Root mean prior squared error
0.4412
Root mean squared error
0.4474
Root relative squared error
1.014
SciMark benchmark
943.2074