General Science › Definitions › Question #11123
MCQ Single Best Answer Easy

QWhat is the meaning of the term "Transfer Learning" in AI?

ID: #11123 Definitions 93 views
Question Info
#11123Q ID
EasyDifficulty
DefinitionsTopic
Start Quiz on This Topic
 Your Answer

Choose the Best Option

Click any option to instantly check if you're correct.

  • A The ability of machines to understand and interpret natural language ✔ ✖
  • B The study of algorithms and data structures ✔ ✖
  • C The process of applying knowledge or models from one task or domain to another related task or domain ✔ ✖
  • D The development of virtual reality systems ✔ ✖
Correct Answer: Option C

Explanation

Hyperparameters are parameters that are set before the learning process in a machine learning model and affect its behavior and performance. These parameters are not learned from the data but are chosen by the practitioner or researcher. Examples of hyperparameters include learning rate, regularization strength, the number of hidden layers in a neural network, or the depth of a decision tree. Hyperparameter tuning is the process of finding the best combination of values for these parameters to optimize the model's performance.

 Continue Practice
Previous Question Next Question
 Share

Share This Question

Challenge a friend or share with your study group.

 More from This Topic

Related MCQ Questions

Study of the environment is called Study of animal is called Study of properties of matter and energy is called The science of knowledge or wisdom is called Study of properties of substances is called Study of surface of the earth and its inhabitants are called Study of life is called Study of the universe is called Study of human material remains called What is the term for a formal written agreement between two or more countries or organizations that outlines t