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Gridding params grid search #47

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chenyangkang opened this issue May 9, 2024 · 0 comments
Closed

Gridding params grid search #47

chenyangkang opened this issue May 9, 2024 · 0 comments
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enhancement New feature or request

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@chenyangkang
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Add functions and docs to show how to do grid search for best gridding params. Probably using the sklearn.model_selection.GridSearchCV. Or some faster way: https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.HalvingGridSearchCV.html.
@chenyangkang chenyangkang self-assigned this May 9, 2024
@chenyangkang chenyangkang added the enhancement New feature or request label May 9, 2024
@chenyangkang chenyangkang removed their assignment May 9, 2024
chenyangkang added a commit that referenced this issue Sep 20, 2024
@chenyangkang
add ST_Kfold class to stemflow.model_selection.py; This is to match t…
a0ef330 
…he KFold class in sklearn.model_selection, and it only generates indixes instead of data splits. As part of #47
chenyangkang added a commit that referenced this issue Sep 21, 2024
@chenyangkang
update notebook 07.Optimizing_stixel_size.ipynb #47
75c8832
@chenyangkang chenyangkang mentioned this issue Sep 21, 2024
Merged
chenyangkang added a commit that referenced this issue Sep 21, 2024
@chenyangkang
Merge pull request #63 from chenyangkang/update
2fb4029 
#46 Solved
#47 There is still no automatic one, and the experiment shows that grid search is not providing large improvement for the model performance. Still, users can follow the grid search tutorial here: https://chenyangkang.github.io/stemflow/Examples/07.Optimizing_stixel_size.html
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