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Protected: Overview of nu-Support Vector Machines by Statistical Mathematics Theory

アルゴリズム:Algorithms

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2024.03.04 2023.02.23

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アルゴリズム:Algorithms グラフ理論スパースモデリング幾何学:Geometry 微分積分:Calculus 最適化:Optimization 機械学習:Machine Learning 確率・統計:Probability and Statistics 線形代数:Linear Algebra 集合論:Set theory

AI artificial intelligence binary discriminant Boundedness C-Support Vector Machine correspondence degrees of freedom in statistical models digital transformation Discriminant Bounds Dual Problem DX Empirical Discriminant Error empirical margin of error Experience Margin Discriminant Error geometric interpretation Gradient Descent Gram Matrix Kernel Functions Lagrangian Function machine learning minimax theorem minimum distance problem ML Model without Bias Term nu-Support Vector Machines overview Prediction Discriminant Error Regenerative Nuclear Hilbert Space regularization parameter Statistical Agreement Statistical Mathematics Theory Uniform Bounds

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