Data di Pubblicazione:
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.
Tipologia CRIS:
02.01 Contributo in volume (Capitolo o Saggio)
Keywords:
Case-based reasoning; Generalized linear models; Genetic al; k-nearest neighbor; Linear regression; Logistic regression; Nonlinear regression; Poisson regression; Prediction
Elenco autori:
Rizzo, Riccardo; Urso, Alfonso; Fiannaca, Antonino; LA ROSA, Massimo
Link alla scheda completa:
Titolo del libro:
Encyclopedia of Bioinformatics and Computational Biology