In this article will be introduced some classification methods, such as k-nearest-neighbor, case-based reasoning, genetic algorithms. Moreover, prediction methods will be explored, in particular referring to linear and nonlinear regression. Finally, we discuss two cases of generalized linear models: logistic and Poisson regression.

Data Mining: Prediction Methods

A Urso;A Fiannaca;M La Rosa;R Rizzo
2019

Abstract

In this article will be introduced some classification methods, such as k-nearest-neighbor, case-based reasoning, genetic algorithms. Moreover, prediction methods will be explored, in particular referring to linear and nonlinear regression. Finally, we discuss two cases of generalized linear models: logistic and Poisson regression.
2019
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR
Inglese
Guenther, R.; Steel, D.
Encyclopedia of Bioinformatics and Computational Biology
413
430
18
978-0-12-811432-2
Elsevier
Oxford
REGNO UNITO DI GRAN BRETAGNA
Sì, ma tipo non specificato
Case-based reasoning
Generalized linear models
Genetic al
k-nearest neighbor
Linear regression
Logistic regression
Nonlinear regression
Poisson regression
Prediction
5
02 Contributo in Volume::02.01 Contributo in volume (Capitolo o Saggio)
268
none
Urso, A; Fiannaca, A; LA ROSA, Massimo; Ravì, V; Rizzo, R
info:eu-repo/semantics/bookPart
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/374376
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