Name: Machine Learning Based Classification Techniques (en Inglés)
SKU: 57261345
Price: 154524.00 COP
Availability: InStock
Author: Jeberson, Klinsega
ISBN: 9786139454037

portada Machine Learning Based Classification Techniques (en Inglés)

Machine Learning Based Classification Techniques (en Inglés)

Formato

Libro Físico

Autor

Klinsega Jeberson

Editorial

LAP Lambert Academic Publishing

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2x0.5 cm

Peso

0.14 kg.

ISBN13

9786139454037

Categorías

Tecnología de la información: cuestiones generales

Machine Learning Based Classification Techniques (en Inglés)

Klinsega Jeberson (Autor) · LAP Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Machine Learning Based Classification Techniques (en Inglés)"

Conventionally, physicians follow a cognitive decision making process, the appropriateness of which develops with experience and knowledge gained from literature, lectures etc. Having inadequate knowledge or experience may lead to misdiagnosis of diseases consequently affecting the patient physically, emotionally, financially and so on. Using data mining techniques, it is possible to develop accurate diagnostic models that can be used in clinical decision making. Adopting such models in clinical practice may ensure better decision making thereby decreasing the rate of misdiagnosis, minimising the uneasiness, pain and anxiety that is associated with a disease through early detection and treatment. In this thesis, (i) the performance of standard classification algorithms in CKD detection was explored (ii) a new hybrid approach to accurately diagnose CKD is presented and (iii) the application of distributed random forest algorithm for developing generalized model for CKD diagnosis was proposed.