Comments (5)
@bblodfon https://pubmed.ncbi.nlm.nih.gov/34498681/
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@RaphaelS1 is this something you would be interested in contributing?
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Hey, yes it is and I've read a good paper that introduces a lot of these. However I don't have time at the moment (all my mlr time is book focused)
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@RaphaelS1 Do you perhaps remember the paper you mention above?
From the mlr
list I see only the mRMRe that remains (all the rest are importance
-based filters so they are covered).
I also found compound.Cox which may be interesting to include.
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Most of the fs methods in that paper weren't for survival initially (some code). From strictly survival fs methods, the carsurvscore
was implemented here, I implemented univariate_cox
(another standard one), so I think we are very well covered
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Related Issues (20)
- Cross-link mlr3pipelines HOT 1
- Filters and mlr3pipelines and filters before building graph HOT 1
- `FilterFindCorrelation` needs adjustment after latest {pillar} update HOT 2
- FilterPerformance should not have default "classif.featureless" for the learner HOT 8
- `FilterCarSurvScore` and mlr3proba CRAN removal HOT 8
- praznik filters throw errors HOT 1
- Improve handling of missing values
- mlr3filters 0.7.0 breaks mlr3spatiotempcv HOT 1
- Filter carscore integer features HOT 1
- Add 'surv' task_type in `FindCorrelation` filter HOT 1
- Implement hash / phash
- importance filter default is bad HOT 3
- Univariate Cox filter for survival models
- Calculating hash is broken
- Release mlr3filters 0.8.0
- Improve internals of FilterPermutation HOT 2
- Is it possible to add ks value in mlr3filters? HOT 3
- assert task type prior to calculating
- typo in FilterPermutation help
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