MPRS is physically inspired machine learning method for spatial/temporal regression. MPRS is a non-parametric model which incorporates spatial or temporal correlations via short-range, distance-dependent "interactions" without assuming a specific form for the underlying probability distribution. Predictions are obtained by means of a fully autonomous learning algorithm which employs equilibrium conditional Monte Carlo simulations. MPRS is able to handle scattered data and arbitrary spatial dimensions.
인용 양식
Milan Zukovic (2024). MPRS method (https://www.mathworks.com/matlabcentral/fileexchange/135757-mprs-method), MATLAB Central File Exchange. 검색됨 .
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