get_perf: Calculate Luce Choice (Proportion Correct) for Each Item in a...
In kachergis/XSLmodels: Run and optimize cross-situational word learning models
get_perf R Documentation
Calculate Luce Choice (Proportion Correct) for Each Item in a Model Knowledge Matrix
Description
This function computes the Luce choice, or the proportion of correct selections,
for each item in a given model knowledge matrix. It assesses the probability of
correctly identifying each referent based on the knowledge matrix, providing a
measure of model performance per item.
Usage
get_perf(m)
Arguments
m
A square matrix representing the model's knowledge, where rows
correspond to words and columns correspond to referents. The diagonal
elements represent correct associations, and off-diagonal elements represent
incorrect associations.
Value
A named numeric vector where each element corresponds to an
item in the matrix. The value of each element represents the proportion of
correct selections (Luce choice) for that item, calculated as the ratio of the
correct association (diagonal element) to the total associations for that item.
kachergis/XSLmodels documentation built on Feb. 25, 2024, 10:43 p.m.
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| get_perf | R Documentation |
Calculate Luce Choice (Proportion Correct) for Each Item in a Model Knowledge Matrix
Description
This function computes the Luce choice, or the proportion of correct selections, for each item in a given model knowledge matrix. It assesses the probability of correctly identifying each referent based on the knowledge matrix, providing a measure of model performance per item.
Usage
get_perf(m)
Arguments
m |
A square matrix representing the model's knowledge, where rows correspond to words and columns correspond to referents. The diagonal elements represent correct associations, and off-diagonal elements represent incorrect associations. |
Value
A named numeric vector where each element corresponds to an item in the matrix. The value of each element represents the proportion of correct selections (Luce choice) for that item, calculated as the ratio of the correct association (diagonal element) to the total associations for that item.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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