Tayanch vektorlar mashinalari
Keywords:
Tayanch vektorlar mashinalari, optimal gipertekkislik, chiziqli ajralish, mashinaning o‘rganishi, model optimallashtirish, ajratish chegarasi.Abstract
Ushbu maqola tayanch vektorlar mashinasi (TVM) algoritmlarining asosiy tamoyillari va ularning chiziqli ajraluvchi o‘zgaruvchilar uchun optimal gipertekkislik topishdagi samaradorligini o‘rganadi. TVM ma'lumotlar to‘plamlarini ajratishda yuqori aniqlikka erishish maqsadida ishlatiladigan mashinaning o‘qitish usulidir. Chiziqli ajraluvchi o‘zgaruvchilar misolida ushbu maqola TVMning matematik modelini, uning qo‘llanilishini va amaliy afzalliklarini o‘rganildi.
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