REGRESSION MODELLARIDA COST FUNCTIONLAR TAHLILI: MSE, MAE, HUBER LOSS TAQQOSLANISHI.

Authors

  • Ilyos Xujayarov Toshkent axborot texnologiyalari universiteti Samarqand filiali dotsenti; Author
  • Faxriddin Maxmadiyorov Toshkent axborot texnologiyalari universiteti Author

Abstract

Mashina o‘rganish (Machine Learning) sohasida regression modellari sonli qiymatlarni bashorat qilish uchun keng qo‘llaniladi. Masalan, uy narxini, havo haroratini yoki ishlab chiqarish hajmini oldindan aniqlashda regressiya modellari asosiy vositadir. Bunday modellarni o‘qitish jarayonida cost function (yoki loss function) juda muhim rol o‘ynaydi, chunki u modelning qanchalik “xato” bashorat qilayotganini o‘lchaydi.

Published

2025-10-17

Issue

Vol. 3 No. 38 (2025): Science and Innovation

Section

Articles

How to Cite

REGRESSION MODELLARIDA COST FUNCTIONLAR TAHLILI: MSE, MAE, HUBER LOSS TAQQOSLANISHI. (2025). Science and Innovation, 3(38), 120-122. https://in-academy.uz/index.php/SI/article/view/34481