Xamdamov Rustam Xamdamovich
Raqamli texnologiyalar va sun’iy intellektni rivojlantirish ilmiy-tadqiqot instituti
elshodhaydarov1881@gmail.com
Ibrohimov Aziz Ravshanbek o‘g‘li
“Kiberxavfsizlik markazi” DUK, Axborot tizimlari va rusurslari bo‘limi
aribrohimov@gmail.com
Haydarov Elshod Dilshod o‘g‘li Muhammad
al-Xorazmiy nomidagi TATU elshodhaydarov1881@gmail.com
ANNOTATSIYA
Hozirgi kunda ko‘plab masalalarni yechish obyektlarni toifalarga tasniflash muammosiga chambarchas bog‘liq. Toifalarga tasniflashning ko‘plab usullari mavjud. Ularni axborot xavfsizligining turli muammolarini yechishda qo‘llasa bo‘ladi. Shu usullardan biri logistik regressiya bo‘lib, ushbu maqolada logitik regressiya usuli yordamida obyektlarni sinflashtirish
masalalari yechilgan, shuningdek optimallashtirish masalasining yechimi ham ishlab chiqilgan. Ishlab chiqilgan algoritmlar yordamida toifalashtirishning muammosining turli masalalarni hal etish mumkin.
Kalit so‘zlar: logistik regressiya,
chiziqli regressiya, optimallashtirish, spam,
ABSTRACT
Currently, the solution of many issues is closely related to the problem of classifying objects into categories. There are many ways to classify into categories. They can be used to solve various problems of Information Security. One of these methods is
logistic regression, in this article the issues of classification of objects using the logitic
regression method were solved, and a solution to the optimization issue was also developed. With the help of developed algorithms, it is possible to solve various problems of the problem of categorization.
Keywords: logistic regression, linear regression,
optimization, spam, ham.
