Similarity Retrieval and Local Learning for Spectral Chemometrics

---

Documentation for package ‘resemble’ version 3.0.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

Help Pages

resemble-package	Overview of the functions in the resemble package
dissimilarity	Compute dissimilarity matrices
diss_correlation	Correlation dissimilarity method constructor
diss_cosine	Cosine dissimilarity method constructor
diss_euclidean	Euclidean dissimilarity method constructor
diss_evaluate	Evaluate dissimilarity matrices
diss_mahalanobis	Mahalanobis dissimilarity method constructor
diss_pca	PCA dissimilarity method constructor
diss_pls	PLS dissimilarity method constructor
fit_gpr	Local fitting method constructors
fit_methods	Local fitting method constructors
fit_pls	Local fitting method constructors
fit_wapls	Local fitting method constructors
gesearch	Evolutionary sample search for context-specific calibrations
gesearch.default	Evolutionary sample search for context-specific calibrations
gesearch.formula	Evolutionary sample search for context-specific calibrations
gesearch_control	Control parameters for gesearch
get_predictions	Memory-based learning (mbl)
liblex	Build a precomputed library of localised experts using memory-based learning
liblex_control	Control parameters for liblex
mbl	Memory-based learning (mbl)
mbl_control	Control parameters for memory-based learning
model	Global spectral calibration model
model_control	Control parameters for global model fitting
ncomp_by_cumvar	Component selection methods
ncomp_by_opc	Component selection methods
ncomp_by_var	Component selection methods
ncomp_fixed	Component selection methods
ncomp_selection	Component selection methods
neighbors	Neighbor selection methods
neighbors_diss	Neighbor selection methods
neighbors_k	Neighbor selection methods
ortho_projection	Orthogonal projections
plot.gesearch	Evolutionary sample search for context-specific calibrations
plot.liblex	Build a precomputed library of localised experts using memory-based learning
plot.mbl	Memory-based learning (mbl)
plot.ortho_projection	Orthogonal projections
predict.gesearch	Evolutionary sample search for context-specific calibrations
predict.liblex	Build a precomputed library of localised experts using memory-based learning
predict.ortho_projection	Orthogonal projections
predict.resemble_model	Global spectral calibration model
resemble	Overview of the functions in the resemble package
search_neighbors	Search neighbors in a reference set
sid	A function for computing the spectral information divergence between spectra (sid)
sim_eval	Evaluate dissimilarity matrices