Algorithms — Quoll

Simplified assessment of castration‑induced pain in pigs using lower complexity algorithms 100%

Gustavo Venâncio da Silva; Giovana Mancilla Pivato; Beatriz Granetti Peres; Stelio Pacca Loureiro Luna; Monique Danielle Pairis‑Garcia; Pedro Henrique Esteves Trindade · file · #35

…A full algorithm (Full LR), containing all predictor variables was created, and used as reference for an automated algorithm selection (glmulti::glmulti) referred to as best subsets technique. This technique finds the…

Simplified assessment of castration‑induced pain in pigs using lower complexity algorithms 100%

Gustavo Venâncio da Silva; Giovana Mancilla Pivato; Beatriz Granetti Peres; Stelio Pacca Loureiro Luna; Monique Danielle Pairis‑Garcia; Pedro Henrique Esteves Trindade · file · #102

…A full algorithm (Full LR), containing all predictor variables was created, and used as reference for an automated algorithm selection (glmulti::glmulti) referred to as best subsets technique. This technique finds the…

Proposing a short version of the Unesp-Botucatu pig acute pain scale using a novel application of machine learning technique 3%

Giovana Mancilla Pivato; Gustavo Venâncio da Silva; Beatriz Granetti Peres; Stelio Pacca Loureiro Luna; Monique Danielle Pairis-Garcia; Pedro Henrique Esteves Trindade · file · #36

…In this way, an algorithm was built using the training base, with exclusively the 16 best-ranked pain-altered behaviors, and this procedure was repeated sequentially until an algorithm was built with…