In a Single-Layer Network Using a Discrete-Component Representation, Negative Patterning

question 109

Multiple Choice

In a single-layer network using a discrete-component representation, negative patterning:

• A) is represented by assigning a weight of 1 to one stimulus and a weight of 0 to the other.
• B) is represented by assigning a weight of 1 to both stimuli and a weight of 0 to their combination.
• C) is represented by assigning a weight of 1 to both stimuli and to their combination.
• D) cannot be represented in any way that would make the network respond correctly.

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Definitions:

Studentized Residuals

Residuals from a regression analysis that have been standardized to have a mean of zero and a standard deviation of one.

R-Squared

A statistical measure that represents the portion of the variance for a dependent variable that's explained by an independent variable or variables in a regression model.

Sum of Squares

A statistical technique used to describe the total variation of a dataset by summing the squares of the differences from the mean.

F-Ratio

A statistical measure used in the analysis of variance (ANOVA), comparing the variance among group means to the variance within groups.