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sboost
View on CRAN: Click
here
Download and install sboost package within the R console
Install from CRAN:
install.packages("sboost")
Install from Github:
library("remotes")
install_github("cran/sboost")
Install by package version:
library("remotes")
install_version("sboost", "0.1.2")
Attach the package and use:
library("sboost")
Maintained by
Jadon Wagstaff
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-10-28
Latest Update: 2022-05-26
Description:
Creates classifier for binary outcomes using Adaptive Boosting
(AdaBoost) algorithm on decision stumps with a fast C++ implementation.
For a description of AdaBoost, see Freund and Schapire (1997)
. This type of classifier is nonlinear, but
easy to interpret and visualize. Feature vectors may be a combination of
continuous (numeric) and categorical (string, factor) elements. Methods
for classifier assessment, predictions, and cross-validation also included.
How to cite:
Jadon Wagstaff (2018). sboost: Machine Learning with AdaBoost on Decision Stumps. R package version 0.1.2, https://cran.r-project.org/web/packages/sboost. Accessed 22 Dec. 2024.
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Complete documentation for sboost
Functions, R codes and Examples using
the sboost R package
Some associated functions: assess . malware . mushrooms . predict.sboost_classifier . sboost . validate .
Some associated R codes: RcppExports.R . assess.R . data.R . mean.R . predict.R . process_input.R . process_output.R . regression.R . sboost.R . validate.R . Full sboost package functions and examples
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