This paper presents the work of predicting oil production using machine learning methods. As a method, multiple linear regression algorithm with polynomial properties was implemented. Regression algorithms are suitable and workable methods for based on data-driven approach. The synthetic dataset obtained Buckley-Leverett mathematical model, which is used to calculate hydrodynamics determine sat...

Locally weighted regression (LOESS) is a modern non-parametric method designed for treating cases where classical procedures are not highly efficient or cannot applied efficiently. Sunspots the darker areas of solar sphere's surface relative to other regions and an important indicator activity .The aim this paper model predict number sunspots because their very importance understanding terrestr...