RSNNS (version 0.3-1)

dlvq: Create and train a dlvq network.

Description

Create and train a dlvq network.

Usage

dlvq(x, ...)
## S3 method for class 'default':
dlvq(x, y, initFunc="DLVQ_Weights", initFuncParams=c(1, -1),
    learnFunc="Dynamic_LVQ", learnFuncParams=c(0.03, 0.03, 10),
    updateFunc="Dynamic_LVQ", updateFuncParams=c(0),
    shufflePatterns=TRUE, ...)

Arguments

x

a matrix with training inputs for the network

y

the corresponding target values

initFunc

the initialization function to use

initFuncParams

the parameters for the initialization function

learnFunc

the learning function to use

learnFuncParams

the parameters for the learning function

updateFunc

the update function to use

updateFuncParams

the parameters for the update function

shufflePatterns

should the patterns be shuffled?

...

additional function parameters (currently not used)

Value

• dlvq.default: an rsnns object. The fitted.values member contains the activation patterns for all inputs.

Examples

demo(dlvq_ziff)
demo(dlvq_ziffSnnsR)