mlbench.xor {mlbench} | R Documentation

## Continuous XOR Benchmark Problem

### Description

The inputs of the XOR problem are uniformly distributed on the `d`-dimensional cube with corners {+-1}. Each pair of opposite corners form one class, hence the total number of classes is 2^(d-1)

### Usage

    mlbench.xor(n, d=2)

### Arguments

`n` | number of patterns to create
`d` | dimension of the XOR problem

### Value

Returns an object of class `"mlbench.xor"` with components

`x` | input values
`classes` | factor vector of length `n` with target classes

### Examples

    # 2d example
    p<-mlbench.xor(300,2)
    plot(p)
    #
    # 3d example
    p<-mlbench.xor(300,3)
    plot(p)

[Package mlbench version 1.0-0 Index]