Question: B. What is the primary purpose of a regularization technique in machine learning? 1. To increase the model's complexity. 2. To prevent the model from

B. What is the primary purpose of a regularization technique in machine learning?

1. To increase the model's complexity.

2. To prevent the model from assigning too much importance to any single feature.

3. To increase the model's performance on the training data.

4. To increase the model's ability to memorize the training data.

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