Naive Discriminative Learning

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Documentation for package ‘ndl’ version 0.2.18

• DESCRIPTION file.
• Package NEWS.

Help Pages

ndl-package	Naive Discriminative Learning
acts2probs	Calculate probability matrix from activation matrix, as well as predicted values
anova.ndlClassify	Analysis of Model Fit for Naive Discriminatory Reader Models
anova.ndlClassifylist	Analysis of Model Fit for Naive Discriminatory Reader Models
crosstableStatistics	Calculate statistics for a contingency table
cueCoding	code a vector of cues as n-grams
danks	Example data from Danks (2003), after Spellman (1996).
dative	Dative Alternation
estimateActivations	Estimation of the activations of outcomes (meanings)
estimateWeights	Estimation of the association weights using the equilibrium equations of Danks (2003) for the Rescorla-Wagner equations.
estimateWeightsCompact	Estimation of the association weights using the equilibrium equations of Danks (2003) for the Rescorla-Wagner equations using a compact binary event file.
learn	Count cue-outcome co-occurences needed to run the Danks equations.
learnLegacy	Count cue-outcome co-occurrences needed to run the Danks equations.
lexample	Lexical example data illustrating the Rescorla-Wagner equations
modelStatistics	Calculate a range of goodness of fit measures for an object fitted with some multivariate statistical method that yields probability estimates for outcomes.
ndl	Naive Discriminative Learning
ndlClassify	Classification using naive discriminative learning.
ndlCrossvalidate	Crossvalidation of a Naive Discriminative Learning model.
ndlCuesOutcomes	Creation of dataframe for Naive Discriminative Learning from formula specification
ndlStatistics	Calculate goodness of fit statistics for a naive discriminative learning model.
ndlVarimp	Permutation variable importance for classification using naive discriminative learning.
numbers	Example data illustrating the Rescorla-Wagner equations as applied to numerical cognition by Ramscar et al. (2011).
orthoCoding	Code a character string (written word form) as letter n-grams
plot.ndlClassify	Plot function for selected results of 'ndlClassify'.
plot.ndlProbabilities	Plot function for selected results of 'ndlClassify'.
plot.ndlWeights	Plot function for selected results of 'ndlClassify'.
plot.RescorlaWagner	Plot function for the output of 'RescorlaWagner'.
plurals	Artificial data set used to illustrate the Rescorla-Wagner equations and naive discriminative learning.
predict.ndlClassify	Predict method for ndlClassify objects
print.ndlClassify	Classification using naive discriminative learning.
print.summary.ndlClassify	A summary of a Naive Discriminatory Learning Model
print.summary.ndlCrossvalidate	A summary of a crossvalidation of a Naive Discriminatory Reader Model
random.pseudoinverse	Calculate an approximation of the pseudoinverse of a matrix.
RescorlaWagner	Implementation of the Rescorla-Wagner equations.
serbian	Serbian case inflected nouns.
serbianLex	Serbian lexicon with 1187 prime-target pairs.
serbianUniCyr	Serbian case inflected nouns (in Cyrillic Unicode).
serbianUniLat	Serbian case inflected nouns (in Latin-alphabet Unicode).
summary.ndlClassify	A summary of a Naive Discriminatory Learning Model
summary.ndlCrossvalidate	A summary of a crossvalidation of a Naive Discriminatory Reader Model
think	Finnish 'think' verbs.