Repositório com os códigos para a monitoria da disciplina de séries temporais da pós-graduação em inteligência computacional do centro de informática (CIn) - UFPE.

where yi∈R, the objective is to learn a regression model such that f(x) closely approximates y, with w and b as the model parameters to be determined. SVR utilizes the regression function of Equation ...

The linear regression parameters were estimated by the least squares method and based on the regression ... was calculated according to equation 1. where A matrix is the mean of the areas obtained for ...

Its theoretical derivation is grounded in linear least squares (LLS) longitudinal power monitoring (LPM), an algorithm capable of estimating the absolute power evolution of a signal along the link. We ...

The single-variable correlation analysis was performed using the nonparametric Spearman’s correlation coefficient and parametric linear regressions minimized by the least-squares method ... the best ...

A multiple regression formula has multiple slopes (one for each variable) and one y-intercept. It is interpreted the same as a simple linear regression formula—except there are multiple variables that ...