merge_results: Merge a list of multiple results from many runs This function...

In jonlachmann/GMJMCMC: Genetically Modified Mode Jumping MCMC

Merge a list of multiple results from many runs This function will weight the features based on the best mlik in that population and merge the results together, simplifying by merging equivalent features (having high correlation).

Description

Merge a list of multiple results from many runs This function will weight the features based on the best mlik in that population and merge the results together, simplifying by merging equivalent features (having high correlation).

Usage

merge_results(
  results,
  populations = NULL,
  complex.measure = NULL,
  tol = NULL,
  data = NULL
)

Arguments

results	A list containing multiple results from GMJMCMC.
populations	Which populations should be merged from the results, can be "all", "last" (default) or "best".
complex.measure	The complex measure to use when finding the simplest equivalent feature, 1=total width, 2=operation count and 3=depth.
tol	The tolerance to use for the correlation when finding equivalent features, default is 0.
data	Data to use when comparing features, default is NULL meaning that mock data will be generated, if data is supplied it should be of the same form as is required by gmjmcmc, i.e. with both x, y and an intercept.

jonlachmann/GMJMCMC documentation built on April 22, 2024, 4:21 a.m.