Choose the correct option describing the features of Artificial neural network…
2022
Choose the correct option describing the features of Artificial neural network
A. It is essentially machine learning algorithm.
B. It is useful when solving the problems for which the data set is very large.
C. They are able to extract features without input from the programmer.
D. These are systems modeled on the human brain and nervous system
Choose the correct answer from the options given below:
- A.
All the statements are correct.
- B.
Only B & C are correct.
- C.
Only A & D are correct.
- D.
All the statements are not correct.
Attempted by 75 students.
Show answer & explanation
Correct answer: A
Answer: All the statements are correct.
Explanation:
They are a type of machine learning algorithm: neural networks are models trained from data to learn patterns and make predictions.
They are useful with very large datasets: many neural network architectures perform better with more data because they can learn complex patterns given sufficient examples.
They can extract features without explicit programmer input: neural networks perform representation learning, automatically discovering useful features from raw inputs.
They are inspired by the human brain and nervous system: neural networks are built from interconnected units (neurons) and mimic, at a high level, how biological neural systems process information.
Therefore, the correct choice is the one stating that all the given statements are correct.
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