Feature Encoding

 Feature Encoding

2022/7/30

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https://pixabay.com/zh/photos/parkour-performance-movement-jump-643694/

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References

[1] Feature Encoding Techniques - Machine Learning - GeeksforGeeks

https://www.geeksforgeeks.org/feature-encoding-techniques-machine-learning/

[2] ML | Label Encoding of datasets in Python - GeeksforGeeks

https://www.geeksforgeeks.org/ml-label-encoding-of-datasets-in-python/?ref=lbp

[3] ML | One Hot Encoding to treat Categorical data parameters - GeeksforGeeks

https://www.geeksforgeeks.org/ml-one-hot-encoding-of-datasets-in-python/?ref=lbp

[4] Label Encoding 與 One Hot Encoding 大不同 - 利用 Python 實現 | 資料科學家的工作日常

https://blog.v123582.tw/2020/05/29/Label-Encoding-%E8%88%87-One-Hot-Encoding-%E5%A4%A7%E4%B8%8D%E5%90%8C-%E5%88%A9%E7%94%A8-Python-%E5%AF%A6%E7%8F%BE/

[5] Categorical encoding using Label-Encoding and One-Hot-Encoder | by Dinesh Yadav | Towards Data Science

https://towardsdatascience.com/categorical-encoding-using-label-encoding-and-one-hot-encoder-911ef77fb5bd

[6] Choosing the right Encoding method-Label vs OneHot Encoder | by Rahil Shaikh | Towards Data Science

https://towardsdatascience.com/choosing-the-right-encoding-method-label-vs-onehot-encoder-a4434493149b

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scikit-learn（目錄）

https://mandhistory.blogspot.com/2022/07/scikit-learn.html

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Python Machine Learning（目錄）

https://mandhistory.blogspot.com/2022/05/python.html

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