The majority classes’ reducing method of imbalanced datasets

To speed up the process of diagnostic and recognition model constructing, it is necessary to extract a subsample of a smaller volume from the original sample, which will preserve the basic properties of the dataset. The problem of the sample selection from the imbalanced large-sized datasets has bee...

Full description

Saved in:
Bibliographic Details
Date:2018
Main Authors: Kavrin, D. A., Subbotin, S. A.
Format: Article
Language:Russian
Published: Інститут проблем реєстрації інформації НАН України 2018
Subjects:
Online Access:http://drsp.ipri.kiev.ua/article/view/142902
Tags: Add Tag
No Tags, Be the first to tag this record!
Journal Title:Data Recording, Storage & Processing

Institution

Data Recording, Storage & Processing

Similar Items