Data features terms

Question 1

Feature

Answer 1

An observable measure of the data for example height, length. Other terms that can be used are characteristics, attribute, property.

Question 2

Dimensionality Reduction

Answer 2

Process of reducing the dataset into lesser dimensions ensuring that it conveys similar information

Question 3

Feature selection

Answer 3

Process of selecting relevant features of the provided dataset.