spect
Survival Prediction Ensemble Classification Tool
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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0 |
rolling linux/jammy R-4.5 | spect_1.0.tar.gz |
156.6 KiB |
1.0 |
rolling linux/noble R-4.5 | spect_1.0.tar.gz |
156.6 KiB |
1.0 |
rolling source/ R- | spect_1.0.tar.gz |
112.4 KiB |
1.0 |
latest linux/jammy R-4.5 | spect_1.0.tar.gz |
156.6 KiB |
1.0 |
latest linux/noble R-4.5 | spect_1.0.tar.gz |
156.6 KiB |
1.0 |
latest source/ R- | spect_1.0.tar.gz |
112.4 KiB |
1.0 |
2026-04-26 source/ R- | spect_1.0.tar.gz |
112.4 KiB |
1.0 |
2026-04-23 source/ R- | spect_1.0.tar.gz |
112.4 KiB |
1.0 |
2026-04-09 windows/windows R-4.5 | spect_1.0.zip |
160.3 KiB |
1.0 |
2025-04-20 source/ R- | spect_1.0.tar.gz |
112.4 KiB |