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spect  

Survival Prediction Ensemble Classification Tool
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("spect", "1.0")



Attach the package and use:
library("spect")
Maintained by
Stephen Abrams
[Scholar Profile | Author Map]
First Published: 2025-04-08
Latest Update: 2025-04-08
Description:
A tool for survival analysis using a discrete time approach with ensemble binary classification. 'spect' provides a simple interface consistent with commonly used R data analysis packages, such as 'caret', a variety of parameter options to help facilitate search automation, a high degree of transparency to the end-user - all intermediate data sets and parameters are made available for further analysis and useful, out-of-the-box visualizations of model performance. Methods for transforming survival data into discrete-time are adapted from the 'autosurv' package by Suresh et al., (2022) <doi:10.1186/s12874-022-01679-6>.
How to cite:
Stephen Abrams (2025). spect: Survival Prediction Ensemble Classification Tool. R package version 1.0, https://cran.r-project.org/web/packages/spect. Accessed 02 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited spect R package
View spect citation profile
Other R packages that spect depends, imports, suggests or enhances
Complete documentation for spect
Functions, R codes and Examples using the spect R package
Full spect package functions and examples
Downloads during the last 30 days
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