scurve_model_obj

The `scurve_model_obj` contains object of scaled umap embedding, x and y limits,
range of y; object of hexagonal binning information,
object of high-d model fitted to umap embedding for the training data,
the triangular object representing the triangulated bin centroids,
a tibble that contains the edge information, a tibble with
edge distance information.

datasets

To construct a model in 2-D space from 2-D nonlinear
dimension reduction data and then lift it to the high-dimensional
space. Additionally, provides tools to visualise the model overlay the
data in 2-D and high-dimensional space. Furthermore, provides
summaries and diagnostics to evaluate the nonlinear dimension
reduction layout.

Jayani P. G. Lakshika

quollr

Visualising How Nonlinear Dimension Reduction Warps Your Data

Jayani P. Gamage

Dianne Cook

Paul Harrison

Michael Lydeamore

Thiyanga S. Talagala

scurve_model_obj function

## `scurve_model_obj`
An object of five elements<dl>
 <dt>nldr_obj</dt>
<dd>A tibble contains scaled first and second columns of NLDR
 data, and numeric vectors representing the limits of the original NLDR data.</dd> <dt>hb_obj</dt>
<dd>A object that contains hexagonal binning information.</dd> <dt>model_highd</dt>
<dd>A tibble with high-dimensional model.</dd> <dt>model_2d</dt>
<dd>A tibble containing hexagonal bin centroids in 2-D</dd> <dt>trimesh_data</dt>
<dd>A tibble that contains the edge information.</dd>
</dl>

Format

Object for S-curve dataset — scurve_model_obj

## `scurve_model_obj`
An object of five elements<dl>
 <dt>nldr_obj</dt>
<dd>A tibble contains scaled first and second columns of NLDR
 data, and numeric vectors representing the limits of the original NLDR data.</dd>

 <dt>hb_obj</dt>
<dd>A object that contains hexagonal binning information.</dd>

 <dt>model_highd</dt>
<dd>A tibble with high-dimensional model.</dd>

 <dt>model_2d</dt>
<dd>A tibble containing hexagonal bin centroids in 2-D</dd>

 <dt>trimesh_data</dt>
<dd>A tibble that contains the edge information.</dd>


</dl>

scurve_model_obj: Object for S-curve dataset

Description

Usage

Arguments

Format

Examples