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The purported inability of connectionist models to generalize performance in this way has become an important theme in the systematicity debate.
Critiques of connectionist models of language often center on the inability of these models to generalize symbolically (Fodor & Pylyshyn, 1988; Marcus, 1998).
The experiments show that the approach can use multiple models to generalize to new objects in that it outperforms grasping based on the closest model.
Beyond previous investigations [22], this article also assesses the ability of the considered echo path models to generalize for double-talk situations, in which the models cannot be adapted to the current input signal.
Since the testing process simulates the capability of the models to generalize on new and never-seen-before cases, we focus on the testing performance of the models in the presentation and analysis of the results.
A markedly different trend was observed for the ability of the PGM models to generalize across the chemical space, as assessed by the LOCCO models using the complete dataset.
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The proposed calculation of abnormality scores deviates from those proposed by Crawford and Garthwaite [87], [88] in two aspects: On the one hand, it is more general, as it extends the case of linear regression models to generalized linear mixed models.
Generally, the ability of a model to generalize to new populations and nominally unrelated individuals will depend on the trait architecture; for a finite, relatively small, number of training samples, the larger and fewer the genetic effects associated with a trait the easier it will be for a model to separate this predictive signal from other data structure.
Jet characteristic equations were introduced in the model to generalize its application to mechanically ventilated buildings.
Figure 1a shows a complex diagram of IPD error model to generalize the conventional model to all possible DOA angle range.
In order for the PLSA model to generalize well on "new" (unseen) documents, Hofmann [54, 55] proposed a modified EM algorithm for PLSA called TEM algorithm.
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