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mltools  

Machine Learning Tools
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mltools", "0.3.5")



Attach the package and use:
library("mltools")
Maintained by
Ben Gorman
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-11-27
Latest Update: 2018-05-12
Description:
A collection of machine learning helper functions, particularly assisting in the Exploratory Data Analysis phase. Makes heavy use of the 'data.table' package for optimal speed and memory efficiency. Highlights include a versatile bin_data() function, sparsify() for converting a data.table to sparse matrix format with one-hot encoding, fast evaluation metrics, and empirical_cdf() for calculating empirical Multivariate Cumulative Distribution Functions.
How to cite:
Ben Gorman (2016). mltools: Machine Learning Tools. R package version 0.3.5, https://cran.r-project.org/web/packages/mltools. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2016-11-27 19:40), 0.2.0 (2017-01-03 07:33), 0.3.0 (2017-06-28 18:20), 0.3.1 (2017-07-11 02:30), 0.3.2 (2017-08-28 23:25), 0.3.3 (2017-09-12 17:21), 0.3.4 (2017-12-05 20:55)
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