Ikkalasizm Perceptron usuli - bu nazorat qilinadigan o'rganish algoritmi, u namunalarni tasniflash uchun ishlatiladi. Bu usul Frank Rosenblatt tomonidan 1957 yilda taklif qilingan asl Perceptronning variantidir. Ikkalasizm Perceptronida, namunalarni ikkita turli sinfga ajratadigan ikkilik faollashtirish funktsiyasi hisoblanadi. Algoritmning maqsadi ikkala sinfning namunalarini xususiyatlar makonida ajratib turadigan hiperplanani topishdir. Ikkalasizm Perceptron usulining turli xil variantlari mavjud, masalan: Rosenblatt Perceptron: algoritmning asl alohida versiyasi, stokastik gradyan tushishiga asoslangan o'rganish qoidasini ishlatadi.
spam fails_task lang_mismatch pii not_appropriate hate_speech sexual_content quality toxicity humor helpfulness creativity violence