DEVELOPMENT... OpenML
Run
126558

Run 126558

Task 3633 (Supervised Classification) analcatdata_apnea1 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)_I40
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
0.8831
Per class
Build CPU time
0.0112
Build memory
1794285761.4147
F measure
0.9094
Per class
Kappa
0.5697
KB relative information score
124.6955
Mean absolute error
0.127
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9086
Per class
Predictive accuracy
0.9158
Prior entropy
0.5574
Recall
0.9158
Per class
Relative absolute error
0.5646
Root mean prior squared error
0.3346
Root mean squared error
0.2621
Root relative squared error
0.7835
SciMark benchmark
943.2074