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Related Questions
- What is the purpose of normalization in machine learning and how does it impact model performance?
- How does feature scaling affect the accuracy of a model, and what are the different types of scaling techniques?
- What is the difference between normalization and standardization, and when to use each technique?
- Can you explain the concept of data normalization and its importance in preventing gradient explosion during backpropagation?
- How does normalization impact the generalizability of a model, and what are some strategies to improve generalizability?
- What are the effects of normalization on model performance when dealing with imbalanced datasets?
- Can you discuss the trade-offs between normalization and overfitting, and how to balance these two competing factors?
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