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>.
Version: 1.0 Depends: R (≥ 4.0), futile.logger, dplyr Imports: doParallel, ggplot2, survminer, riskRegression, caret, caretEnsemble, survival, rlang Suggests: knitr, rmarkdown, randomForest, kernlab, testthat (≥ 3.0.0) Published: 2025-04-08 DOI: 10.32614/CRAN.package.spect Author: Stephen Abrams [aut, cre] Maintainer: Stephen Abrams <stephen.abrams at gmail.com> BugReports: https://github.com/dawdawdo/spect/issues License: GPL-3 URL: https://github.com/dawdawdo/spect NeedsCompilation: no Materials: README CRAN checks: spect results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=spect to link to this page.
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