DEVELOPMENT... OpenML
Run
66704

Run 66704

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 30-11-2014 by Felicia West
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Flow

weka.RealAdaBoost_NaiveBayes(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.RealAdaBoost_NaiveBayes(1)_P100
weka.RealAdaBoost_NaiveBayes(1)_H1.0
weka.RealAdaBoost_NaiveBayes(1)_S1
weka.RealAdaBoost_NaiveBayes(1)_I10
weka.RealAdaBoost_NaiveBayes(1)_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
0.9403
Per class
Build CPU time
0.0091
Build memory
275610800.3874
F measure
0.9261
Per class
Kappa
0.6819
KB relative information score
218.8953
Mean absolute error
0.1165
Mean prior absolute error
0.2343
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
0.9258
Per class
Predictive accuracy
0.9263
Prior entropy
0.5744
Recall
0.9263
Per class
Relative absolute error
0.4974
Root mean prior squared error
0.3414
Root mean squared error
0.2216
Root relative squared error
0.6489
SciMark benchmark
929.8459