restrict_data: Function to restrict data in the size to accelerate the...

In MaxWiK: Machine Learning Method Based on Isolation Kernel Mean Embedding

Function to restrict data in the size to accelerate the calculations

Description

restrict_data() is based on rejection ABC method to restrict original dataset

Usage

restrict_data(par.sim, stat.sim, stat.obs, size = 300)

Arguments

par.sim	Data frame of parameters
stat.sim	Data frame of outputs of simulations
stat.obs	Data frame of observation point
size	Integer number of points to leave from original dataset

Value

restrict_data() returns the list of:
par.sim - restricted parameters which are close to observation point
stat.sim - restricted stat.sim which are close to observation point

Examples

MaxWiK::MaxWiK_templates(dir = tempdir()) # See the templates and vignettes for usage.

MaxWiK documentation built on April 3, 2025, 8:47 p.m.