An interdisciplinary framework for learning methodologies—covering statistics, neural networks, and fuzzy logic, this book provides a unified treatment of the principles and methods for learning dependencies from data. It establishes a general conceptual framework in which various learning methods from statistics, neural networks, and fuzzy logic can be applied—showing that a few fundamental principles underlie most new methods being proposed today in statistics, engineering, and computer science. Complete with over one hundred illustrations, case studies, and examples making this an invaluable text.
發表於2024-12-20
Learning from Data 2024 pdf epub mobi 電子書 下載
With finite samples should be framework known as risk minization, rather than density estimation. Three learning methodologies for estimating empirical models from data are explored: 1. Statistical model estimation (rooted in a density estimation approach...
評分With finite samples should be framework known as risk minization, rather than density estimation. Three learning methodologies for estimating empirical models from data are explored: 1. Statistical model estimation (rooted in a density estimation approach...
評分With finite samples should be framework known as risk minization, rather than density estimation. Three learning methodologies for estimating empirical models from data are explored: 1. Statistical model estimation (rooted in a density estimation approach...
評分With finite samples should be framework known as risk minization, rather than density estimation. Three learning methodologies for estimating empirical models from data are explored: 1. Statistical model estimation (rooted in a density estimation approach...
評分With finite samples should be framework known as risk minization, rather than density estimation. Three learning methodologies for estimating empirical models from data are explored: 1. Statistical model estimation (rooted in a density estimation approach...
圖書標籤: 機器學習 數據挖掘 機器學習基礎 MachineLearning 統計學習 算法 statistics-theory 統計
An excellent book summarizes some of the recent trends and future challenges in different learning methods, shows some fundamental principles and methods for learning from data, it establishes a general conceptual framework in which various learning methods from statistics, neural networks, and pattern recognition.
評分An excellent book summarizes some of the recent trends and future challenges in different learning methods, shows some fundamental principles and methods for learning from data, it establishes a general conceptual framework in which various learning methods from statistics, neural networks, and pattern recognition.
評分An excellent book summarizes some of the recent trends and future challenges in different learning methods, shows some fundamental principles and methods for learning from data, it establishes a general conceptual framework in which various learning methods from statistics, neural networks, and pattern recognition.
評分An excellent book summarizes some of the recent trends and future challenges in different learning methods, shows some fundamental principles and methods for learning from data, it establishes a general conceptual framework in which various learning methods from statistics, neural networks, and pattern recognition.
評分An excellent book summarizes some of the recent trends and future challenges in different learning methods, shows some fundamental principles and methods for learning from data, it establishes a general conceptual framework in which various learning methods from statistics, neural networks, and pattern recognition.
Learning from Data 2024 pdf epub mobi 電子書 下載