CCDataSim: CCDataSim

In Ivis4ml/PRScc: Proximal Gradient Smoothing Sparse Convex Clustering

Description

CCDataSim

Usage

CCDataSim(
  C = 4,
  r = 6,
  vars = c(0.5, 0.5, 0.5, 0.5),
  p = 200,
  N = 100,
  alphas = NULL,
  sparse = 0.1,
  s = 0.1,
  snr = 2,
  show = TRUE
)

Arguments

C	Number of clusters to be simulated (N)
r	Radius of the circle which generate clusters
vars	Standard deviation of each cluster
p	Number of features of data
N	Number of samples in each clusters
sparse	Ratio of nonzero features of data
s	Variance of nonzero feature
snr	Signal-Noise-Ratio for zero feature

Ivis4ml/PRScc documentation built on June 4, 2020, 9:19 a.m.