What type of learning is the below defintion?

Given known data samples as pairs of inputs and correct outputs, find function that approximates the desired output for each input and that makes "good" guesses at the correct output for a new inputs.

Group of answer choices

Supervised Learning

Unsupervised Learning

Reinforcement Learning

None of the above