Data normalization in machine learning

In machine learning, the input data is often given in different dimensions. As a result of the scientific papers review, it is shown that the initial data described in different types of scales and units of measurement should be converted into a single representation by normalization or standardizat...

Full description

Bibliographic Details
Main Authors: V. V. Starovoitov, Yu. I. Golub
Format: Article
Language:Russian
Published: The United Institute of Informatics Problems of the National Academy of Sciences of Belarus 2021-09-01
Series:Informatika
Subjects:
Online Access:https://inf.grid.by/jour/article/view/1156