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Class 12 · Artificial Intelligence

What does the loss value indicate in a neural network?

Class 12 · Artificial Intelligence

What is the main role of an activation function in a neural network?

Class 12 · Artificial Intelligence

What does a bias value help with in a neural network?

Class 12 · Artificial Intelligence

What is the simple meaning of a weight in a neural network?

Class 12 · Artificial Intelligence

Why are ethical considerations important in a face recognition system?

Class 12 · Artificial Intelligence

What is the purpose of edge detection in an image?

Class 12 · Artificial Intelligence

When can a grayscale image be used?

Class 12 · Artificial Intelligence

Why is resizing performed in image processing?

Class 12 · Artificial Intelligence

What is a simple use of Named Entity Recognition (NER)?

Class 12 · Artificial Intelligence

Which of the following is an example of text classification?

Class 12 · Artificial Intelligence

What is the purpose of removing stop words in natural language processing?

Class 12 · Artificial Intelligence

Why can understanding the meaning of a sentence be difficult in natural language processing?

Class 12 · Artificial Intelligence

What is one way to reduce overfitting?

Class 12 · Artificial Intelligence

What does recall measure?

Class 12 · Artificial Intelligence

What does precision focus on?

Class 12 · Artificial Intelligence

When does a false negative occur?

Class 12 · Artificial Intelligence

What does a true negative mean?

Class 12 · Artificial Intelligence

Why is it important to keep training and testing data separate?

Class 12 · Artificial Intelligence

Clustering is associated with which type of learning?

Class 12 · Artificial Intelligence

What is the main difference between classification and regression?