Linear Discriminant Analysis

Essential Guide to Mathematical Modeling: Summary of Four Key Models

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Follow “Graduate Mathematics Emperor (ID: King_maths)“↑ Breakthroughs come from gradual accumulation~ Optimization Models 1.1 Mathematical Programming Models Linear programming, integer linear programming, nonlinear programming, multi-objective programming, dynamic programming. 1.2 Differential Equation Models Logistic growth model, SARS transmission model. 1.3 Graph Theory and Network Optimization Problems Shortest path problem, maximum flow problem, minimum cost maximum flow … Read more

Supplementary Material on Hyperplanes in Machine Learning

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Supplementary Material on Hyperplanes in Machine Learning

Supplementary Material on Hyperplanes in Machine Learning In my work “Mathematical Foundations of Machine Learning”, pages 285-286, based on the Bernoulli distribution, the logistic function is derived, resulting in equation (5.3.16) on page 286: Applying this equation to explore linear discriminant analysis, it represents a line in two-dimensional space, and in multi-dimensional space, it becomes … Read more