A methodology for improving computed individual regressions predictions.

A methodology for improving computed individual regressions predictions.

This research proposes a methodology to improve computed individual prediction values provided by an existing regression model without having to change either its parameters or its architecture. In other words, we are interested in achieving more accurate results by adjusting the calculated regr...

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Bibliographic Details
Main Author: Élia Yathie Matsumoto
Other Authors: Emilio Del Moral Hernandez
Language:English
Published: Universidade de São Paulo 2015
Subjects:
Aprendizado de máquinas
Dados desbalanceados
Estimadores de confiabilidade de individuais
Máquina de comitê de redes neurais
Melhoria em previsões de regressões
Reconhecimento de padrões
Redes neurais artificiais
Artificial neural networks
Imbalanced datasets
Improvement of regression predictions
Individual reliability estimates
Machine learning
Neural networks committee machine
Pattern recognition
Online Access:http://www.teses.usp.br/teses/disponiveis/3/3142/tde-12052016-140407/

Internet

http://www.teses.usp.br/teses/disponiveis/3/3142/tde-12052016-140407/

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