HTF Mixture Classifcation Example

Description

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

Usage

data(Mixture)

Format

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 ...

Details

Source

HTF

References

Examples

data(Mixture)