bdm.example: Example dataset

In bigMap: Big Data Mapping

Description

Loads an example of a mapping of a dataset.

Usage

bdm.example()

Details

A bdm instance is a list with elements: $dSet a name identifying the dataset (bdm.fName() use this name to generate a default file name); $data a matrix with raw data; $lbls a vector of datapoint labels (in case they are known); $N the dataset size; $is.distance a logical value that is set to TRUE when the raw data is a distance matrix. Downstream steps of the mapping protocol will add more elements to the list.

This example is based on a small synthetic dataset with n = 5000 observations drawn from a 4-variate Gaussian Mixture Model (GMM) with 16 Gaussian components.

Value

An example bdm instance named exMap.

Examples

# --- load example dataset
bdm.example()
str(exMap)

bigMap documentation built on July 8, 2020, 6:41 p.m.