Mixture(CLEg) | R Documentation |
HTF example. Data generated for each class by a mixture of 10 different normal distribution. The training sample is as given by HTF but the test sample was generated independently.
The Bayes error rate for this model is about 21
data(Mixture)
The format is: List of 4 $ X :'data.frame': 200 obs. of 2 variables: ..$ V1: num [1:200] 2.5261 0.3670 0.7682 0.6934 -0.0198 ... ..$ V2: num [1:200] 0.3211 0.0315 0.7175 0.7772 0.8673 ... $ y : num [1:200] 1 1 1 1 1 1 1 1 1 1 ... $ Xt:'data.frame': 1000 obs. of 2 variables: ..$ V1: num [1:1000] -0.584 1.604 0.475 1.264 2.362 ... ..$ V2: num [1:1000] -0.446 0.617 1.376 0.159 0.892 ... $ yt: num [1:1000] 1 1 1 1 1 1 1 1 1 1 ...
HTF
data(Mixture)