SCPP: Semantic Correlation of Predicted Production - SCPP

In dosc91/LDLConvFunctions: LDLConvFunctions for measure computation, extraction, and other handy stuff.

Description

SCPP extracts the maximum correlation between a word's predicted semantic vector and any of the semantic vectors of its candidate forms. This measure is similar to correlations which is part of the WpmWithLdl::production_measures function.

Usage

SCPP(prod_measures, data)

Arguments

prod_measures	A data frame, typically the output of WpmWithLdl::production_measures.
data	The dataset with which prod_measures was computed.

Value

A data frame containing:

• SCPP - The SCPP value of a word.

• Word - The pertinent word as found in data.

• Base - The pertinent base as found in data.

Author(s)

D. Schmitz

References

Baayen, R. H., Chuang, Y. Y., and Blevins, J. P. (2018). Inflectional morphology with linear mappings. The Mental Lexicon, 13 (2), 232-270.

Chuang, Y-Y., Vollmer, M-l., Shafaei-Bajestan, E., Gahl, S., Hendrix, P., & Baayen, R. H. (2020). The processing of pseudoword form and meaning in production and comprehension: A computational modeling approach using Linear Discriminative Learning. Behavior Research Methods, 1-51.

dosc91/LDLConvFunctions documentation built on Feb. 2, 2022, 6:17 p.m.