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Zaburzenia ze spektrum autyzmu

Zaburzenia ze spektrum autyzmu

Dr Sivaji U

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Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
Materia
Sociedad y cultura: general
ISBN:
9786209208706
65,61 €
IVA incluido
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Sobre IBD

W celu stworzenia modelu przepowiadania autyzmu, badanie integruje metody inteligencji maszynowej Random Forest-CART (drzewa klasyfikacyjne i regresyjne) oraz Random Forest-ID3 (Iterative Dichotomiser 3).Model ten jest zaangażowany w analizę dokumentacji rekomendacji i tworzenie wskaźników dotyczących tego, czy ktoś ma ASD.Na podstawie wyników oceny sugerowany model predykcyjny działał lepiej niż oczekiwano dla zbioru danych AQ-10 i rzeczywistego zbioru danych pod względem wskaźników wydajności. Sugeruje to, że model jest skuteczny w przewidywaniu ASD i może zaoferować wnikliwe informacje dotyczące diagnozy autyzmu.Dodatkowo, ustalono przedłożony model predykcji, wniosek o podróżowanie został złożony w związku z badaniami. Model został zastosowany w aplikacji na smartfony, aby zapewnić użytkownikom prognozy ASD. Dzięki temu korzystanie z modelu predykcyjnego jest wygodne i szybkie, co może być pomocne dla osób poszukujących wczesnego wykrywania i leczenia ASD.

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