Code

feat: ensemble feature selection#100

Code

Merged

be-marc merged 45 commits intomainmlr-org/mlr3fselect:mainfrom efsmlr-org/mlr3fselect:efsCopy head branch name to clipboardJun 11, 2024

+913-18

Commits

Commits on Mar 14, 2024

• feat: ensemble feature selection

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  8223497

Commits on Apr 4, 2024

• docs: improve documentation

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Commits on Apr 10, 2024

• fix: outer iterations times learners

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• feat: allow callbacks

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• docs: callback

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Commits on Apr 18, 2024

• feat: add store_models option

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• feat: add scores

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Commits on May 16, 2024

• refactor input arg + add doc

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• better doc

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• remove base_learner, correct iter

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• revert back example

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• get importance scores from RFE

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• update docs

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• update test

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• fix typo

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• fix warning 'Missing link'

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Commits on May 21, 2024

• Merge branch 'main' of https://github.com/mlr-org/mlr3fselect into efs

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• fixes after main merge

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• updocs

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• fix bug in one-se callback and refactor

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Commits on May 22, 2024

• add citations

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Commits on May 31, 2024

• feat: add result object

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• add John as author

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• refactor: remove r6 objects from grid

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• Merge branch 'efs' of github.com:mlr-org/mlr3fselect into efs

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• feat: add feature_ranking method

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• feat: cache results

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• feat: allow different callbacks

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• fix: callbacks

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Commits on Jun 6, 2024

• add help() method

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Commits on Jun 7, 2024

• return result without R6 classes

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• add task features in initialize()

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• faster calculation of inclusion probabilities

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• test init from data.table result

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• refine doc

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• update docs

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Commits on Jun 10, 2024

• refactor: make bmr optional

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• correct 'iter' to 'resampling_id'

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• rename baseline feature ranking method to approval voting + add some doc

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• updocs

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• fix test

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• document result data.table columns

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Commits on Jun 11, 2024

• feat: per learner stability

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• docs: update

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• chore: news

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