HAVO SIFATI INDEKSINI BASHORATLASHNING REGRESSION MODELI
Kalit so‘zlar:
Havo sifati indeksi (HIS), RMSE, OLS, chiziqli regressiya, mashinali o‘qitish, o‘rtacha kvadratik xatolik.Annotatsiya
Mazkur ishda havo sifati indeksini (HSI) bashoratlash uchun chiziqli
regressiya modellaridan foydalanish masalasi ko‘rib chiqilgan bo‘lib, unda avval havoning sifat
indeksining tarixiy ma’lumotlari tahlil qilingan va ularni vaqt bo‘yicha o‘zgarish tendensiyalari
e’tiborga olingan.
Manbalar
Tian L., Sun Y., Chi J. Climate Impact and Feasibility Analysis of Global Green GDP Based on Improved Weight Method and K-Means Method // Highlights in Science, Engineering and Technology. – 2023. – Vol. 59. – DOI: 10.54097/hset.v59i.10085. DOI havolasi
He Y., Qi D., Bure V. New Application of Multiple Linear Regression Method: A Case in China Air Quality // Vestnik of Saint Petersburg University. Applied Mathematics. Computer Science. Control Processes. – 2022. – DOI: 10.21638/11701/spbu10.2022.406. DOI havolasi
Ganesh S., Modali S., Palreddy S., Arulmozhivarman P. Forecasting Air Quality Index Using Regression Models: A Case Study on Delhi and Houston // 2017 International Conference on Trends in Electronics and Informatics (ICEI). – 2017. – P. 248–254. – DOI: 10.1109/ICOEI.2017.8300926. DOI havolasi
Gupta R., Singla P. Implementation of Feature Engineering in Innovation Trends in Computing and Communication. – 2023. – DOI: 10.17762/ijritcc.v11i11s.8070. DOI havolasi
Jiang W. The Data Analysis of Shanghai Air Quality Index Based on Linear Regression Analysis // Journal of Physics: Conference Series. – 2021. – Vol. 1813, No. 1. – Article 012031. – DOI: 10.1088/1742-6596/1813/1/012031. DOI havolasi