What is inductive learning in Artificial Intelligence?

Question

Can anyone tell me what is inductive learning in Artificial Intelligence?

Answer 1

Inductive learning also called Concept Learning is a way in which AI systems try to use a generalized rule to carry out observations. The data is obtained as a result of machine learning or from domain experts (humans) where it is used to drive algorithms often called the Inductive Learning Algorithms (ALIs) that are used to generate a set of classification rules. These rules that are generated are in the "If this then that" form. They are rules that determine the state of an entity at every single iteration step in learning and how the learning can be effectively changed by appending more rules to the already existing ruleset. The goal of inductive learning is to learn the function for new data when the output and the examples of the function are input into the AI system.

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