EMERGING TRENDS IN COMPUTING
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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The number of nodes in the input layer is 10 and the hidden layer is 5. The maximum number of connections from the input layer to the hidden layer are
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50
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less than 50
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more than 50
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It is an arbitrary value
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Explanation:
Detailed explanation-1: -50. Explanation: The number of nodes in the input layer is 10 and the hidden layer is 5, So, the maximum number of connections from the input layer to the hidden layer are 50.
Detailed explanation-2: -The number of hidden neurons should be between the size of the input layer and the size of the output layer. The number of hidden neurons should be 2/3 the size of the input layer, plus the size of the output layer.
Detailed explanation-3: -If data is less complex and is having fewer dimensions or features then neural networks with 1 to 2 hidden layers would work. If data is having large dimensions or features then to get an optimum solution, 3 to 5 hidden layers can be used.
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