Issue to trigger new releases

[ablaom]

Procedure for new releases:

• merge new contributions onto dev (the base branch for PR's, by default)
• bump version on dev
• make a new PR dev -> master with the title like "For a 0.2.5 release" with list of PR's since last release, and merge if passing
• make a new comment below to trigger a PR to General (see examples below) including release notes if appropriate (always the case if there are breaking changes). Again, see examples below. Alternatively, release notes can be edited after TagBot does it's thing.

[ablaom]

JuliaRegistries/General#60310

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

• (enhancement) Add method wrap which allows one to wrap a decision tree (Leaf or Node object) in a new tree structure implementing the AbstractTrees.jl interface. Unlike raw DecisionTree.jl decision trees, the nodes of the wrapped objects can include the names of splitting-features at nodes, and any other node metadata. See the wrap docstring for details. (Add implementation of AbstractTrees-interface #158) @roland-KA

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/60432

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.10.12 -m "<description of version>" 7e090bbf7536f3aa8871bb3ac36bfe9ff815ab90
git push origin v0.10.12

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

• (bug fixes) Ensure nfoldsCV passes the RNG on to AdaBoostClassifier models. Fix non-threadsafe use of RNGs in random forests (Test multiple seeds #174) @rikhuijzer
• (testing) Replace all RNGs in tests with StableRNGs to ensure consistency across Julia versions and introduce tests over multiple seeds (Test multiple seeds #174) @rikhuijzer
• (enhancement) Improve display returned by print_tree (making it consistent with the AbstractTrees.jl fallback) and fix docstring (Fix typo in print_tree description #171, Replace L by < and R by ≥ #172, Round digits in print_tree #173) @rikhuijzer

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/62827

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.10.13 -m "<description of version>" 66f99b8a4645791e84b46f5d766a79107a0e1443
git push origin v0.10.13

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

• Bump minimum Julia version to 1.6.
• (enhancement) Add methods impurity_importance, split_importance and permutation_importance for all models (Feature importance #182) @yufongpeng
• (breaking) Use the SAMME algorithm for calculating AdaBoostStumpClassifier coefficients (Adabooststump algorithm change #167) @yufongpeng
• (breaking) Do not export the functions R2, mean_sqaure_error, majority_vote, confusion_matrix and ConfusionMatrix (Stop exporting measures #183)
• Add accuracy to built-in measures but do not export.

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/63455

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.11.0 -m "<description of version>" 9eb6ad9ebcc465d4141c582aa47e7aa89030778d
git push origin v0.11.0

[ablaom]

@JuliaRegistrator register branch=master

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/63725

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.11.1 -m "<description of version>" 1cdbbbe64d28291bff66a0bd17e85d4d2f71b7d2
git push origin v0.11.1