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predictive capacity

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Proposing a short version of the Unesp-Botucatu pig acute pain scale using a novel application of machine learning technique 89%
Giovana Mancilla Pivato; Gustavo Venâncio da Silva; Beatriz Granetti Peres; Stelio Pacca Loureiro Luna; Monique Danielle Pairis-Garcia; Pedro Henrique Esteves Trindade · file · #36

…Similar findings were found using other techniques to rank pain-altered behaviors in pigs34 but different in previous studies on sheep35 and horses60 where the predictive capacity of the algorithms used was…

Proposing a short version of the Unesp-Botucatu pig acute pain scale using a novel application of machine learning technique 89%
Giovana Mancilla Pivato; Gustavo Venâncio da Silva; Beatriz Granetti Peres; Stelio Pacca Loureiro Luna; Monique Danielle Pairis-Garcia; Pedro Henrique Esteves Trindade · file · #103

…Similar findings were found using other techniques to rank pain-altered behaviors in pigs34 but different in previous studies on sheep35 and horses60 where the predictive capacity of the algorithms used was…

Simplified assessment of castration‑induced pain in pigs using lower complexity algorithms 70%
Gustavo Venâncio da Silva; Giovana Mancilla Pivato; Beatriz Granetti Peres; Stelio Pacca Loureiro Luna; Monique Danielle Pairis‑Garcia; Pedro Henrique Esteves Trindade · file · #35

…Predictive capacity The area under the curve (AUC) from receiver operating characteristic (ROC) curve is a widely used technique to evaluate the performance of a binary classifier system as its discrimination threshold…

Simplified assessment of castration‑induced pain in pigs using lower complexity algorithms 53%
Gustavo Venâncio da Silva; Giovana Mancilla Pivato; Beatriz Granetti Peres; Stelio Pacca Loureiro Luna; Monique Danielle Pairis‑Garcia; Pedro Henrique Esteves Trindade · file · #102

…Predictive capacity The area under the curve (AUC) from receiver operating characteristic (ROC) curve is a widely used technique to evaluate the performance of a binary classifier system as its discrimination threshold…