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lazy (version 1.2-18)

Lazy Learning for Local Regression

Description

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.

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Version

Install

install.packages('lazy')

Monthly Downloads

359

Version

1.2-18

License

GPL (>= 2)

Maintainer

Last Published

October 21st, 2022

Functions in lazy (1.2-18)

lazy

Lazy learning for local regression
predict.lazy

Predict method for lazy learning
lazy.control

Set parameters for lazy learning