test: Test
In wjhopper/PCR: Primary and Convergent Retreival model

Description Usage Arguments Details Value Functions

Effects of Testing on un-encoded features and thresholds

test(...)

test_beta(mem, nFeatures, thresh, acc, LR, TR, FR = NULL)

test_binomial(mem, nFeatures, thresh, acc, LR, TR, FR = NULL)

`...`	Arugments passed to approriate functions based on type-checking. See details.
`mem`	Matrix of memory strengths.
`nFeatures`	Number of features the memory for each item has
`thresh`	Matrix of memory thresholds. Threshold is the number of active features needed to support pattern completetion
`acc`	Logical matrix of performance for previous test
`LR`	Learning Rate. Gives the probability of learning a new features through practice
`TR`	Threshold Reduction rate. Describes the probability of removing the need for a remembering a particular feature following successfull recall
`FR`	Forgetting Rate. Gives the probability of forgetting a feature
`thresh`	Matrix of memory thresholds. Threshold is the number of active features needed to support pattern completetion. Must hold integer values.
`acc`	Logical matrix of performance for previous test
`TR`	Threshold Reduction rate. Describes the probability of removing the need for a remembering a particular feature following successfull recall

test is a conveince function, and will attempt to type-check the codemem matrix to call the appropriate function (test_beta for doubles, test_binomial for integers).

test_beta and test_binomial can (and should) be called directly though, especially when fitting models and computational time matters. See Functions section for more details.

List of two matrices. mem is a matrix of memory strengths following succcesful recall. thresh is a matrix of feature thresholds following succesful recall.

test_beta: test_beta is designed to be used with a matrix of continous feature and threhsold values (represented as doubles) drawn from a beta distribution
test_binomial: test_binomial is designed to be used with a matrix of discrete feature and threshold values (represented as integers) drawn from a binomial distribution