generate.multiple.rows: Helper function that generate multiple rows

In edouardfouche/R-streamgenerator: Statistical multidimensional synthetic stream generator

Description

Helper function that generate multiple rows with the same characteristics Useful to generate a static stream

Usage

generate.multiple.rows(n, dim, subspaces, margins, dependency, prop, proptype,
  discretize)

Arguments

n	Number of rows to generate.
dim	Number of dimension of the vector generate.
subspaces	List of subspaces that contain a hidden space (i.e they show some dependency).
margins	List of margins that correspond to each subspace.
prop	Probability of a point belonging to the hidden space of a subspace to become an outlier.
proptype	Type of the proportion of outliers. Value "proportional": depend on the size of the empty space. Value "absolute": same absolute proportion per subspace.

Value

A list with 2 elements where data is a data.frame object containing the n vectors and labels containing n corresponding labels.

Author(s)

Edouard Fouché, [e-mail]

edouardfouche/R-streamgenerator documentation built on May 15, 2019, 11:02 p.m.