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Könyv Novel Fisher Subspace Based Classifiers Alessandro Rozza

Novel Fisher Subspace Based Classifiers

Szerző: Alessandro Rozza
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Edizioni Accademiche Italiane
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
18 745 Ft
In this book we present novel classifiers based on a new approach to estimate the Fisher Subspace. W...

Információk a könyvről

Szerző
Alessandro Rozza
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2014
oldal
132
EAN
9783639747720
ISBN
3639747720
Enbook ID
02728804
Kiadó
Edizioni Accademiche Italiane
Súly
204
Méretek
152 x 229 x 8

Teljes leírás

In this book we present novel classifiers based on a new approach to estimate the Fisher Subspace. We face different classification tasks with the aim to stress our methods, to demonstrate their quality, and to show that these classifiers solve the following problems: 1. Manage unbalanced classes; 2. Solve the small sample size problem; 3. Deal with high dimensional data; 4. Manage classification tasks where the space dimensionality is approximately equal to the cardinality of the training set; 5. Relax the linear separability constraint reducing the overfitting problems.

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