generate_data: Generate data A convience wrapper around...

Description Usage Arguments

View source: R/generate_data.R

Description

Generate data A convience wrapper around simulate_clustered_data for generating clustered data sets

Usage

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generate_data(
  Nk,
  p_mismatch,
  p_garbage,
  K_proteome,
  n,
  s = 1,
  tau = 1,
  rho = 0
)

Arguments

Nk

The number of instances in each class (can be a table)

p_mismatch

The expected proprotion of instances in any given class which are misclassified

p_garbage

The expected proportion of instances in any given class which are actually quantitative noise.

n

The number of samples

s

The within-class standard deviation

tau

The between-class standard deviation

rho

The average correlation between different classes (must be greater than -1 / K, where K is the number of classes)


melissakey/classCleaner documentation built on Feb. 11, 2022, 3:33 a.m.