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Using multi-layer perceptrons to model the Lincoln aphid data set
(Bio-Protection & Ecology Division, 2007)
This document is the initial report on a systematic approach to the application of MLP to the aphid prediction problem.
The aims of this initial work are three-fold;
to investigate the effectiveness of a particular ...
Comparison of multi-layer perceptrons and simple evolving connectionist systems over the Lincoln aphid data set
(Bio-Protection & Ecology Division, 2007)
This report presents two further experiments over the aphid data set. The first is an evaluation of the adaptive abilities of backpropagation of errors trained MLP and a comparison of these capabilities with the Simple ...
Further sensitivity analysis of simple evolving connectionist systems applied to the Lincoln aphid data set
(Bio-Protection & Ecology Division, 2007)
This report presents two further experiments over the Aphid data set. The first is a
more detailed investigation of the sensitivity of Simple Evolving Connectionist System (SECoS) networks to the exclusion of various ...