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Artificial Neural Networks Multiple Choice Questions (MCQ) Online Test #17

Artificial Neural Networks MCQ #161:

What is the primary function of an activation function in an artificial neural network?

About Artificial Neural Networks Multiple Choice Question (MCQ) #161:
This ICT Multiple Choice Question (ICT MCQ) #161 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question focuses on the primary function of an activation function in an artificial neural network.
Artificial Neural Networks MCQ #162:

What does the term "backpropagation" refer to in the context of training artificial neural networks?

About Artificial Neural Networks Multiple Choice Question (MCQ) #162:
This ICT Multiple Choice Question (ICT MCQ) #162 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question addresses what "backpropagation" refers to in training artificial neural networks.
Artificial Neural Networks MCQ #163:

Which of the following layers in an artificial neural network is responsible for reducing the dimensionality of the data?

About Artificial Neural Networks Multiple Choice Question (MCQ) #163:
This ICT Multiple Choice Question (ICT MCQ) #163 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question identifies the layer in an artificial neural network responsible for reducing the dimensionality of the data.
Artificial Neural Networks MCQ #164:

In a feedforward neural network, what is the purpose of the "hidden layers"?

About Artificial Neural Networks Multiple Choice Question (MCQ) #164:
This ICT Multiple Choice Question (ICT MCQ) #164 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question explores the purpose of "hidden layers" in a feedforward neural network.
Artificial Neural Networks MCQ #165:

What is the role of "dropout" in training artificial neural networks?

About Artificial Neural Networks Multiple Choice Question (MCQ) #165:
This ICT Multiple Choice Question (ICT MCQ) #165 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question addresses the role of "dropout" in training artificial neural networks.
Artificial Neural Networks MCQ #166:

In the context of artificial neural networks, what is "gradient descent" used for?

About Artificial Neural Networks Multiple Choice Question (MCQ) #166:
This ICT Multiple Choice Question (ICT MCQ) #166 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question focuses on the use of "gradient descent" in artificial neural networks.
Artificial Neural Networks MCQ #167:

Which activation function is commonly used in the output layer of binary classification problems?

About Artificial Neural Networks Multiple Choice Question (MCQ) #167:
This ICT Multiple Choice Question (ICT MCQ) #167 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question identifies the activation function commonly used in the output layer of binary classification problems.
Artificial Neural Networks MCQ #168:

What does "overfitting" mean in the context of artificial neural networks?

About Artificial Neural Networks Multiple Choice Question (MCQ) #168:
This ICT Multiple Choice Question (ICT MCQ) #168 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question defines "overfitting" in the context of artificial neural networks.
Artificial Neural Networks MCQ #169:

Which optimization algorithm is commonly used to improve the training speed of artificial neural networks by adapting the learning rate?

About Artificial Neural Networks Multiple Choice Question (MCQ) #169:
This ICT Multiple Choice Question (ICT MCQ) #169 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question identifies an optimization algorithm used to improve the training speed of artificial neural networks by adapting the learning rate.
Artificial Neural Networks MCQ #170:

In artificial neural networks, what is the purpose of a "loss function"?

About Artificial Neural Networks Multiple Choice Question (MCQ) #170:
This ICT Multiple Choice Question (ICT MCQ) #170 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question explores the purpose of a "loss function" in artificial neural networks.
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