Runs a simulation of the
nosof88 CIRP using the
slpALCOVE model implementation as an exemplar model and
nosof88train as the input representation.
A vector containing values for c, phi, la, and lw, in
that order, e.g. params = c(2.1, 0.6, 0.09, 0.9). See
An exemplar-based simulation using
nosof88train. The co-ordinates for the radial-basis units
are taken from the multdimensional scaling solution for these stimuli
reported by Nosofsky (1987).
Other parameters of slpALCOVE are set as follows:
r = 2,
q = 1, initial
alpha = 1 / (number of input dimensions),
w = 0. These values are conventions of modeling with
ALCOVE, and should not be considered as free parameters. They are set
nosof88exalcove function, and hence can't be changed
without re-writing the function.
This simulation is reported in Wills & O'Connell (n.d.).
A matrix of predicted response probabilities, in the same order and
format as the observed data contained in
Andy Wills & Garret O'Connell
Nosofsky, R.M. (1987). Attention and learning processes in the identification and categorization of integral stimuli, Journal of Experimental Psychology: Learning, Memory and Cognition, 13, 87-108.
Wills, A.J. & O'Connell (n.d.). Averaging abstractions. Manuscript in preparation.
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