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Hidden Layer - Is more hidden layers better?


The optimal number of hidden layers depends on the complexity and dimensionality of the data. For less complex data with fewer dimensions or features, a neural network with 1 to 2 hidden layers may suffice. However, for data with larger dimensions or features, 3 to 5 hidden layers may be necessary to achieve an optimal solution.