automl / automl/auto-sklearn

Is that possible set the initial value of hyperparams when use auto sklearn to search

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#577 5 comments 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
Python
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Description

For example, I have a XGB model, the prediction is not too bad. I plan to use it as a baseline model, and use it's hyperparams as the initial value for the auto sklearn with restricting search on XGB. Is that possible?
There's a parameter called initial_configurations_via_metalearning, but that looks like not for my purpose.

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Research direction

No files, tests, or entry points are named in the issue. Start by clarifying the supported way to seed an XGB-only search with an existing configuration; done means the project has a confirmed implementation path or documented behavior for using those hyperparameters as an initial configuration.

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Assessment

Tech stack
python, scikit-learn
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
25/100

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