mlbench.spirals {mlbench} | R Documentation

## Two Spirals Benchmark Problem

### Description

The inputs of the spirals problem are points on two entangled spirals. If `sd>0`, then Gaussian noise is added to each data point. `mlbench.1spiral` creates a single spiral.

### Usage

    mlbench.spirals(n, cycles=1, sd=0)
    mlbench.1spiral(n, cycles=1, sd=0)

### Arguments

`n` | number of patterns to create
`cycles` | the number of cycles each spiral makes
`sd` | standard deviation of data points around the spirals

### Value

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

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

### Examples

    # 1 cycle each, no noise
    p<-mlbench.spirals(300)
    plot(p)
    #
    # 1.5 cycles each, with noise
    p<-mlbench.spirals(300,1.5,0.05)
    plot(p)

[Package mlbench version 1.0-2 Index]