Statistical learning as a regression problem -- Splines, smoothers, and kernels -- Classification and regression trees (CART) -- Bagging -- Random forests -- Boosting -- Support vector machines -- Some other procedures briefly -- Broader implications and a bit of craft lore -- Erratum to: statistical learning from a regression perspective -- References -- Index
ISBN: 9783319440477
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Berk, Richard A.
Statistical learning from a regression perspective [M]. -- 2da. ed. -- Switzerland : Springer International Publishing, 2017
Statistical learning as a regression problem -- Splines, smoothers, and kernels -- Classification and regression trees (CART) -- Bagging -- Random forests -- Boosting -- Support vector machines -- Some other procedures briefly -- Broader implications and a bit of craft lore -- Erratum to: statistical learning from a regression perspective -- References -- Index
ISBN: 9783319440477
1. ANÁLISIS DE DATOS; 2. PROCESAMIENTO DE DATOS; 3. ANÁLISIS ESTADÍSTICO; 4. ESTADÍSTICA; 5. BASES DE DATOS
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