DEVELOPMENT... OpenML
Run
127471

Run 127471

Task 54 (Supervised Classification) hepatitis 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
0.7627
Per class
Build CPU time
0.0107
Build memory
1195738343.7419
F measure
0.8229
Per class
Kappa
0.4359
KB relative information score
57.9887
Mean absolute error
0.1859
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8196
Per class
Predictive accuracy
0.8323
Prior entropy
0.7418
Recall
0.8323
Per class
Relative absolute error
0.5637
Root mean prior squared error
0.4048
Root mean squared error
0.3807
Root relative squared error
0.9406
SciMark benchmark
908.8705