Mustaqil ish mavzu: Chiziqli regressiya algoritmi asosida bashoratlovchi model qurish


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Bog'liq
Boltaboyev Behzod















Regressiyaga misol (chiziqli)

















Polinomial regressiya

Polinomial regressiya, xuddi chiziqli regressiya kabi, ma'lumotlar nuqtalari orqali chiziq chizishning eng yaxshi usulini topish uchun x va y o'zgaruvchilar bog'liqlikdan
o'rtasidagi foydalanadi.
Misol uchun:
Y = a*x^3+b*x^2+c*x+d – bu 3 darajali polinimial funksiya hisoblanadi





























































  • Ko’p xususiyatli chiziqli regressiya (o’zgaruvchili)











Gepoteza:


Oldin:


Bu yerda deb qaralishi kerak.









Foydalanilgan adabiyotlar

Aurelian Geron, Hands on Machine Learning with Scikit-Learn Keras&Tensorflow // Second edition Concepts, Tools, and Techniques to Build Intelligent Systems, 2019, 510 pages


https://www.geeksforgeeks.org/ml-types-learning-supervised-learning


https://www.guru99.com/unsupervised-machine-learning.html
https://www.w3schools.com/python/python_ml_linear_regression.asp
https://www.w3schools.com/python/python_ml_multiple_regression.asp
https://www.w3schools.com/python/python_ml_polynomial_regression.asp https://www.mathworks.com/help/stats/regress.html
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