ndl0.2.18 package

Naive Discriminative Learning

acts2probs

Calculate probability matrix from activation matrix, as well as predic...

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

estimateActivations

Estimation of the activations of outcomes (meanings)

estimateWeights

Estimation of the association weights using the equilibrium equations ...

estimateWeightsCompact

Estimation of the association weights using the equilibrium equations ...

learn

Count cue-outcome co-occurences needed to run the Danks equations.

learnLegacy

Count cue-outcome co-occurrences needed to run the Danks equations.

modelStatistics

Calculate a range of goodness of fit measures for an object fitted wit...

ndl.package

tools:::Rd_package_title("ndl")

ndlClassify

Classification using naive discriminative learning.

ndlCrossvalidate

Crossvalidation of a Naive Discriminative Learning model.

ndlCuesOutcomes

Creation of dataframe for Naive Discriminative Learning from formula s...

ndlStatistics

Calculate goodness of fit statistics for a naive discriminative learni...

ndlVarimp

Permutation variable importance for classification using naive discrim...

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.

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.

summary.ndlClassify

A summary of a Naive Discriminatory Learning Model

summary.ndlCrossvalidate

A summary of a crossvalidation of a Naive Discriminatory Reader Model

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

  • Maintainer: Tino Sering
  • License: GPL-3
  • Last published: 2018-09-10