This post will demonstrate the usage of Lasso, Ridge, and ElasticNet models using the Ames housing dataset. These models are particularly valuable when dealing with data that may suffer from multicollinearity. We leverage these advanced regression techniques to show how feature scaling and hyperparameter tuning can improve model performance. In this post, we’ll provide a […]
The post Scaling to Success: Implementing and Optimizing Penalized Models appeared first on MachineLearningMastery.com.
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Deploying machine learning models can seem complex, but modern tools can streamline the process.
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No workflow since it's only a WIP lora. submitted by /u/I_SHOOT_FRAMES [link] [comments]