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

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Issue: Vol. 3 No. 38 : Science and Innovation
Section: Articles
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Toshkent axborot texnologiyalari universiteti Samarqand filiali dotsenti;
i.khujayorov@tuit.uz
Toshkent axborot texnologiyalari universiteti
makhmadiyorovfakhriddin@gmail.com

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.

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How to Cite:

Xujayarov , I., & Maxmadiyorov , F. (2025). REGRESSION MODELLARIDA COST FUNCTIONLAR TAHLILI: MSE, MAE, HUBER LOSS TAQQOSLANISHI. Science and Innovation, 3(38), 120–122. Retrieved from https://in-academy.uz/index.php/si/article/view/62397