Work

Feature selection: state-of-the-art survey

Year: 2021

Type: article

Abstract: Feature selection is an important preprocessing step in many machine learning algorithms. In this paper, we review the current literature on feature selection algorithms. We discuss the major approaches and identify the advantages and disadvantages of each approach.

Source: Annals of Mathematics and Computer Science

Author: Saidjon Kamolov

Institution: Technological University of Tajikistan

Language: English

Topic: Statistical Methods and Inference

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W3217517003

FWCI: 0.173

Cites:

Cited by: 2

Related to: 10