pylint-dev / pylint-ml

Pylint plugin enhancing code analysis for machine learning and data science
MIT License
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add-sklearn-kmeans-hyperparameter-checker #29

Closed PeterHamfelt closed 1 month ago

PeterHamfelt commented 5 months ago

Hyperparameters directly control model structure, function, and performance. Hyperparameter tuning allows data scientists to tweak model performance for optimal results. This process is an essential part of machine learning, and choosing appropriate hyperparameter values is crucial for success.

K-Means clustering

References https://scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html https://aws.amazon.com/what-is/hyperparameter-tuning/#:~:text=Hyperparameters%20directly%20control%20model%20structure,values%20is%20crucial%20for%20success.