holes: Holes Data Set

In cocons: Covariate-Based Covariance Functions for Nonstationary Spatial Modeling

Holes Data Set

Description

The synthetic "holes" provides a set of training and test data.frame of a Gaussian process realization with a (inherently dense) nonstationary covariance function. Four holes are present in the training dataset, and the task is to predict them.

Usage

holes

Format

A list with training and test data.frame with rows and variables:

x

first spatial coordinate

y

second spatial coordinate

cox_x

first spatial characteristic

cov_y

second spatial characteristic

z

response variable

Source

Source of the data

Examples

data(holes)

cocons documentation built on April 4, 2025, 3:21 a.m.