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What is the purpose of normalization in the context of neural networks?
What is the purpose of normalization in the context of neural networks?
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What is the purpose of normalization in the context of neural networks?
To increase the number of features
To ensure all input features have similar scales
To reduce the size of the dataset
To improve the model's interpretability
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Normalization helps to ensure that all input features contribute equally to the model's learning process by scaling them to a similar range.
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Q: What is the purpose of normalization in the context of neural networks?
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Normalization helps to ensure that all input features contribute equally to the model's learning process by scaling them to a similar range.
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