Gaussian data with two classes

Description

Two predictor variables generated from a bivariate normal distribution. The covariance matrix is different for each class. In the training sample, there is a separating hyperplane.

Usage

data(Gaussian)

Format

The format is: List of 4 $ X : num [1:200, 1:2] 1.142 0.589 0.946 1.327 1.052 ... $ y : num [1:200] 1 1 1 1 1 1 1 1 1 1 ... $ Xt: num [1:200, 1:2] 1.20 -0.63 1.28 1.02 1.17 ... $ yt: num [1:200] 1 1 1 1 1 1 1 1 1 1 ...

Details

Examples

data(Gaussian)