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Optogenetic approaches in neuroscience. Data and variables The data on which the empirical analysis of this study is based was provided by Raceform Ltd. The proposed model differs from other two-stage models by considering classification rather than regression in the first stage to avoid problems with unreliable rank orderings of the horses. Recently, progress in computational and storage capacity has enabled the accumulation of ordinal, nominal, binary and unary demographic and psychographic customer centric data, inducing large, rich datasets of heterogeneous scales. In addition, it exhibits less numerical difficulties because output values of the Gaussian function lie between zero and one, whereas that of other kernels e.

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