Other packages > Find by keyword >

seer  

Feature-Based Forecast Model Selection
View on CRAN: Click here


Download and install seer package within the R console
Install from CRAN:
install.packages("seer")

Install from Github:
library("remotes")
install_github("cran/seer")

Install by package version:
library("remotes")
install_version("seer", "1.1.8")



Attach the package and use:
library("seer")
Maintained by
Thiyanga Talagala
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-21
Latest Update: 2022-10-01
Description:
A novel meta-learning framework for forecast model selection using time series features. Many applications require a large number of time series to be forecast. Providing better forecasts for these time series is important in decision and policy making. We propose a classification framework which selects forecast models based on features calculated from the time series. We call this framework FFORMS (Feature-based FORecast Model Selection). FFORMS builds a mapping that relates the features of time series to the best forecast model using a random forest. 'seer' package is the implementation of the FFORMS algorithm. For more details see our paper at .
How to cite:
Thiyanga Talagala (2020). seer: Feature-Based Forecast Model Selection. R package version 1.1.8, https://cran.r-project.org/web/packages/seer. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.1.4 (2020-02-21 18:20), 1.1.5 (2020-06-08 07:00), 1.1.6 (2021-06-01 06:50), 1.1.7 (2021-12-08 06:20)
Other packages that cited seer R package
View seer citation profile
Other R packages that seer depends, imports, suggests or enhances
Complete documentation for seer
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA