Hypervolume-class: Class '"Hypervolume"'

In bblonder/hypervolume: High Dimensional Geometry, Set Operations, Projection, and Inference Using Kernel Density Estimation, Support Vector Machines, and Convex Hulls

Class "Hypervolume"

Description

Primary storage class for stochastic descriptions of hypervolumes

Objects from the Class

Objects can be created by calls of the form new("Hypervolume", ...).

Slots

Name:

Object of class "character" ~~ the name of the hypervolume

Method:

Object of class "character" ~~ the method used to construct this hypervolume

Data:

Object of class "matrix" ~~ May be empty if the hypervolume is not associated with data (e.g. convex expectation, set operations)

Dimensionality:

Object of class "numeric" ~~ Dimensionality of the hypervolume

Volume:

Object of class "numeric" ~~ Volume of the hypervolume

PointDensity:

Object of class "numeric" ~~ Number of random points per unit volume

Parameters:

Object of class "list" ~~ List of parameters that will depend on the method used to construct the hypervolume

RandomPoints:

Object of class "matrix" ~~ A matrix of uniformly random points distributed within the hypervolume

ValueAtRandomPoints:

Object of class "numeric" ~~ A vector of positive numbers representing the probabilty density at each random point in @RandomPoints

bblonder/hypervolume documentation built on Feb. 1, 2024, 8:01 p.m.