cltest Test dataset for classification cltest

Usage:

data(cltest)

Format:

Data Frame. Three variables x1, x2 and y. The latter indicates class membership.

Description:

200 observations from a 2 population model. Under population 0, x_1,i has a standard normal distribution, and x_2,i = (2-x_1,i^2+z_i)/3, where z_i is also standard normal. Under population 1, x_2,i = -(2-x_1,i^2+z_i)/3. The optimal classification regions form a checkerboard pattern, with horizontal boundary at x_2=0, vertical boundaries at x_1 = \pm \sqrt2.

This is the same model as the cltrain dataset.

Key Words:

datasets
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Author: Catherine Loader