automl / automl/SMAC3

Create Interface for Incumbent Selection

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#978 3 comments 0 reactions 0 assignees View on GitHub
feature
Dominant language
Python
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Merged PRs (30d)
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Description

So far only one method is hardcoded. But other ranking methods might make sense for the incumbent selection, especially for MO.
Create a class providing the selection functionality.

Contributor guide

Open the contributing guide

Research direction

Start by locating the existing hardcoded incumbent-selection method and inspect how incumbent selection is used, especially for multi-objective optimization. The issue provides no file or test names; done means selection is provided through a class interface that can accommodate alternative ranking methods.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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