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Add cfs fcbf #39 (#40)

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* Implement CFS/FCBF in splitter

* Split Splitter class to its own file
Update hyperparams table in docs
Implement CFS/FCBS with max_features and variable type

* Set mfs to continuous variables

* Fix some tests and style issues in Splitter

* Update requirements in github CI
This commit is contained in:
Ricardo Montañana Gómez
2021-07-30 20:01:08 +02:00
committed by GitHub
parent ecc2800705
commit 3f79d2877f
11 changed files with 725 additions and 543 deletions
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README.md
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@@ -53,6 +53,7 @@ Can be found in [stree.readthedocs.io](https://stree.readthedocs.io/en/stable/)
| | normalize | \<bool\> | False | If standardization of features should be applied on each node with the samples that reach it |
| \* | multiclass_strategy | {"ovo", "ovr"} | "ovo" | Strategy to use with multiclass datasets, **"ovo"**: one versus one. **"ovr"**: one versus rest |
\* Hyperparameter used by the support vector classifier of every node
\*\* **Splitting in a STree node**