ndl: Naive Discriminative Learning

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Naive discriminative learning implements learning and classification models based on the Rescorla-Wagner equations and their equilibrium equations.

Author
Antti Arppe [aut], Peter Hendrix [aut], Petar Milin [aut], R. Harald Baayen [aut], Tino Sering [aut, cre], Cyrus Shaoul [aut]
Date of publication
2015-11-18 09:38:06
Maintainer
Tino Sering <konstantin.sering@uni-tuebingen.de>
License
GPL-3
Version
0.2.17

View on CRAN

Man pages

acts2probs
Calculate probability matrix from activation matrix, as well...
anova.ndlClassify
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...
estimateWeightsCompact
Estimation of the association weights using the equilibrium...
learn
Count cue-outcome co-occurences needed to run the Danks...
learnLegacy
Count cue-outcome co-occurrences needed to run the Danks...
lexample
Lexical example data illustrating the Rescorla-Wagner...
modelStatistics
Calculate a range of goodness of fit measures for an object...
ndlClassify
Classification using naive discriminative learning.
ndlCrossvalidate
Crossvalidation of a Naive Discriminative Learning model.
ndlCuesOutcomes
Creation of dataframe for Naive Discriminative Learning from...
ndl.package
Naive discriminative learning: an implementation in R
ndlStatistics
Calculate goodness of fit statistics for a naive...
ndlVarimp
Permutation variable importance for classification using...
numbers
Example data illustrating the Rescorla-Wagner equations as...
orthoCoding
Code a character string (written word form) as letter n-grams
plot.ndlClassify
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...
predict.ndlClassify
Predict method for ndlClassify objects
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...
think
Finnish 'think' verbs.

Files in this package

ndl
ndl/inst
ndl/inst/scripts
ndl/inst/scripts/ndl.preproc.py
ndl/inst/scripts/tiny.test.corpus.txt
ndl/src
ndl/src/Makevars
ndl/src/Makevars.win
ndl/src/RcppExports.cpp
ndl/src/learn.module.cpp
ndl/NAMESPACE
ndl/NEWS
ndl/data
ndl/data/danks.rda
ndl/data/dative.rda
ndl/data/serbian.rda
ndl/data/numbers.rda
ndl/data/think.rda
ndl/data/serbianLex.rda
ndl/data/serbianUniCyr.rda
ndl/data/lexample.rda
ndl/data/plurals.rda
ndl/data/serbianUniLat.rda
ndl/R
ndl/R/modelStatistics.R
ndl/R/ndlCuesOutcomes.R
ndl/R/random.pseudoinverse.R
ndl/R/predict.ndlClassify.R
ndl/R/RescorlaWagner.R
ndl/R/ndl.package.R
ndl/R/ndlClassify.R
ndl/R/orthoCoding.R
ndl/R/estimateActivations.R
ndl/R/estimateWeights.R
ndl/R/RcppExports.R
ndl/R/plot.RescorlaWagner.R
ndl/R/crosstableStatistics.R
ndl/R/acts2probs.R
ndl/R/anova.ndlClassify.R
ndl/R/estimateWeightsCompact.R
ndl/R/ndlVarimp.R
ndl/R/summary.ndlCrossvalidate.R
ndl/R/plot.ndlClassify.R
ndl/R/ndlStatistics.R
ndl/R/ndlCrossvalidate.R
ndl/R/cueCoding.R
ndl/R/summary.ndlClassify.R
ndl/README.md
ndl/MD5
ndl/DESCRIPTION
ndl/man
ndl/man/danks.Rd
ndl/man/RescorlaWagner.Rd
ndl/man/lexample.Rd
ndl/man/ndlStatistics.Rd
ndl/man/estimateWeightsCompact.Rd
ndl/man/serbian.Rd
ndl/man/plot.RescorlaWagner.Rd
ndl/man/ndlClassify.Rd
ndl/man/dative.Rd
ndl/man/serbianUniLat.Rd
ndl/man/ndlVarimp.Rd
ndl/man/crosstableStatistics.Rd
ndl/man/ndlCrossvalidate.Rd
ndl/man/acts2probs.Rd
ndl/man/ndlCuesOutcomes.Rd
ndl/man/summary.ndlCrossvalidate.Rd
ndl/man/predict.ndlClassify.Rd
ndl/man/modelStatistics.Rd
ndl/man/random.pseudoinverse.Rd
ndl/man/estimateActivations.Rd
ndl/man/orthoCoding.Rd
ndl/man/plot.ndlClassify.Rd
ndl/man/numbers.Rd
ndl/man/cueCoding.Rd
ndl/man/plurals.Rd
ndl/man/estimateWeights.Rd
ndl/man/learnLegacy.Rd
ndl/man/serbianUniCyr.Rd
ndl/man/anova.ndlClassify.Rd
ndl/man/serbianLex.Rd
ndl/man/learn.Rd
ndl/man/think.Rd
ndl/man/ndl.package.Rd
ndl/man/summary.ndlClassify.Rd