lazy: Lazy Learning for Local Regression

By combining constant, linear, and quadratic local models, lazy estimates the value of an unknown multivariate function on the basis of a set of possibly noisy samples of the function itself. This implementation of lazy learning automatically adjusts the bandwidth on a query-by-query basis through a leave-one-out cross-validation.

Getting started

Package details

AuthorMauro Birattari <mauro.birattari@ulb.be> and Gianluca Bontempi <gianluca.bontempi@ulb.be>
MaintainerTheo Verhelst <theo.verhelst@ulb.be>
LicenseGPL (>= 2)
Version1.2-18
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("lazy")

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lazy documentation built on Oct. 21, 2022, 5:05 p.m.