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Artificial Neural Networks Multiple Choice Questions (MCQ) Online Test #12

Artificial Neural Networks MCQ #111:

Which activation function is commonly used in binary classification problems due to its output range between 0 and 1?

About Artificial Neural Networks Multiple Choice Question (MCQ) #111:
This ICT Multiple Choice Question (ICT MCQ) #111 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question evaluates knowledge of activation functions commonly used for binary classification.
Artificial Neural Networks MCQ #112:

In the context of forward propagation, what does the term "activation" refer to?

About Artificial Neural Networks Multiple Choice Question (MCQ) #112:
This ICT Multiple Choice Question (ICT MCQ) #112 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question tests understanding of the concept of "activation" in forward propagation.
Artificial Neural Networks MCQ #113:

What is a common approach to evaluate a model's performance on unseen data during training?

About Artificial Neural Networks Multiple Choice Question (MCQ) #113:
This ICT Multiple Choice Question (ICT MCQ) #113 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question assesses the practice of using a validation set to evaluate model performance.
Artificial Neural Networks MCQ #114:

What is the primary function of the softmax activation function in a neural network?

About Artificial Neural Networks Multiple Choice Question (MCQ) #114:
This ICT Multiple Choice Question (ICT MCQ) #114 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question evaluates the purpose of the softmax activation function in neural networks.
Artificial Neural Networks MCQ #115:

Which of the following is NOT a feature of Recurrent Neural Networks (RNNs)?

About Artificial Neural Networks Multiple Choice Question (MCQ) #115:
This ICT Multiple Choice Question (ICT MCQ) #115 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question tests knowledge of features that are not associated with Recurrent Neural Networks (RNNs).
Artificial Neural Networks MCQ #116:

What is a characteristic feature of deep neural networks that contributes to their effectiveness in learning complex patterns?

About Artificial Neural Networks Multiple Choice Question (MCQ) #116:
This ICT Multiple Choice Question (ICT MCQ) #116 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question explores a characteristic feature of deep neural networks that enhances their ability to learn complex patterns.
Artificial Neural Networks MCQ #117:

How are neural networks applied in Natural Language Processing (NLP)?

About Artificial Neural Networks Multiple Choice Question (MCQ) #117:
This ICT Multiple Choice Question (ICT MCQ) #117 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question assesses the use of neural networks in Natural Language Processing (NLP).
Artificial Neural Networks MCQ #118:

Which architecture is known for its use of very deep convolutional layers and small receptive fields?

About Artificial Neural Networks Multiple Choice Question (MCQ) #118:
This ICT Multiple Choice Question (ICT MCQ) #118 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question assesses which neural network architecture is known for its use of very deep convolutional layers and small receptive fields.
Artificial Neural Networks MCQ #119:

What ethical issue arises from the use of neural networks in predictive policing?

About Artificial Neural Networks Multiple Choice Question (MCQ) #119:
This ICT Multiple Choice Question (ICT MCQ) #119 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question assesses an ethical issue associated with using neural networks in predictive policing.
Artificial Neural Networks MCQ #120:

What is a common method to address overfitting in neural networks?

About Artificial Neural Networks Multiple Choice Question (MCQ) #120:
This ICT Multiple Choice Question (ICT MCQ) #120 focuses on Artificial Neural Networks within the "Advanced ICT MCQ" category. This question assesses a common method to address overfitting in neural networks.
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  • This online test, titled "Artificial Neural Networks Multiple Choice Questions (MCQ) Online Test #12" is designed for individuals at the advanced level and focuses on "Artificial Neural Networks". It consists of 10 carefully crafted multiple choice questions (MCQs) with five options each that assess advanced knowledge and understanding of the subject matter. This test aims to help participants evaluate their grasp of key concepts related to "Artificial Neural Networks".
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