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Merge pull request #5 from kapsner/main
merge latest upstream changes
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.Rbuildignore

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^misc$
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^cran-comments\.md$
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^vignettes/articles$
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^tests$
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^CRAN-SUBMISSION$

DESCRIPTION

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Package: survex
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Title: Explainable Machine Learning in Survival Analysis
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Version: 1.1.1.9001
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Version: 1.1.3.9001
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Authors@R:
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c(
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person("Mikołaj", "Spytek", email = "[email protected]", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-7111-2286")),

NEWS.md

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# survex 1.1.0
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# survex 1.1.3
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* fixed not being able to plot or print SurvLIME results for the cph model sometimes. ([#72](https://github.com/ModelOriented/survex/issues/72))
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* added global explanations via the SurvSHAP(t) method (see `model_survshap()` function)

README.md

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## Installation
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```diff
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! Please note that that version v1.1.1 with new functionalities is still being processed by CRAN.
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+ To use all functionalities, for the time being, please install the most current version from GitHub!
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```
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The package is available on [CRAN](https://cran.r-project.org/package=survex):
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```r
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- H. Baniecki, B. Sobieski, P. Bombiński, P. Szatkowski, P. Biecek. [Hospital Length of Stay Prediction Based on Multi-modal Data towards Trustworthy Human-AI Collaboration in Radiomics](https://arxiv.org/abs/2303.09817). *International Conference on Artificial Intelligence in Medicine*, 2023.
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- W. Chen, B. Zhou, C. Y. Jeon, F. Xie, Y-C. Lin, R. K. Butler, Y. Zhou, T. Q. Luong, E. Lustigova, J. R. Pisegna, B. U. Wu. [Machine learning versus regression for prediction of sporadic pancreatic cancer](https://doi.org/10.1016/j.pan.2023.04.009). *Pancreatology*, 2023.
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- M. Nachit, Y. Horsmans, R. M. Summers, I. A. Leclercq, P. J. Pickhardt. [AI-based CT Body Composition Identifies Myosteatosis as Key Mortality Predictor in Asymptomatic Adults](https://doi.org/10.1148/radiol.222008). *Radiology*, 2023.
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- R. Passera, S. Zompi, J. Gill, A. Busca. [Explainable Machine Learning (XAI) for Survival in Bone Marrow Transplantation Trials: A Technical Report](https://doi.org/10.3390/biomedinformatics3030048). *BioMedInformatics*, 2023.
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- Share it with us!
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## Related work

cran-comments.md

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## Resubmission 30/08/2023 v.1.1.1
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## Resubmission 05/09/2023 v.1.1.3
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* Fix notes about long running examples by wrapping
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in \donttest{} blocks.
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* Previous submission (v.1.1.0) also had the following
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notes from `r-devel-linux-x86_64-debian-gcc` flavor
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check:
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- Running R code in 'testthat.R' had CPU time
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7.6 times elapsed time
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- Re-building vignettes had CPU time
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10.8 times elapsed time
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I could not replicate these in any other environment:
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- locally using R CMD Check (Windows),
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- on r_hub (Windows, macos, and linux)
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- using R CMD Check in GitHub Actions runners
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(Windows, Ubuntu, macos)
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- using `devtools::check_win_devel()` and
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`check_macos_release()`
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I believe these to be false positives likely due to
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hardware or current load at the time of the check
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in case they are not, please provide advice how to fix.
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* Fix notes about CPU time being much longer than elapsed
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time when running tests and building vignettes.
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## R CMD check results
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0 errors | 0 warnings | 1 note

misc/cen_slides.pdf

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misc/preprint.pdf

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