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Jul 5, 2022, 7 tweets

šŸ’” Methods for addressing overfitting.

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#MachineLearning #ML

1. Increase the number of training examples. I know, I know. Sometimes that's not possible.

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#MachineLearning #ML

2. Select a subset of the most relevant features
(šŸ‘‹ hello feature selection!).

🧵[3/x]

#MachineLearning #ML

3. Apply regularization, a way to gently shrink the parameters without necessarily demanding that the parameter is set to exactly zero.

🧵[4/x]

#MachineLearning #ML

Do you know other techniques? Tweet your reply

🧵[5/x]

#MachineLearning #ML

I tweet about data and stuff. Follow me for more.

šŸ‘‰beacons.ai/davidregalado

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#MachineLearning #ML

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