sense: Automatic Stacked Ensemble for Regression Tasks

Stacked ensembles for regression tasks using the 'mlr3' framework, internal preprocessing and out-of-fold stacking, and hyperparameter tuning using grid or random search. Supports numeric and categorical predictors.

Getting started

Package details

AuthorGiancarlo Vercellino [aut, cre]
MaintainerGiancarlo Vercellino <giancarlo.vercellino@gmail.com>
LicenseGPL-3
Version1.2.0
URL https://mlr3.mlr-org.com/ 
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("sense")

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sense documentation built on Sept. 8, 2026, 9:08 a.m.