DEVELOPMENT... OpenML
Run
66719

Run 66719

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9164
Per class
Build CPU time
0.0083
Build memory
128637507.3011
F measure
0.9185
Per class
Kappa
0.6127
KB relative information score
139.7117
Mean absolute error
0.1339
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
0.9186
Per class
Predictive accuracy
0.9242
Prior entropy
0.5574
Recall
0.9242
Per class
Relative absolute error
0.5953
Root mean prior squared error
0.3346
Root mean squared error
0.2432
Root relative squared error
0.7271
SciMark benchmark
942.5344