BaTFLED3D (version 0.2.11)

train_CP: Train a CP model.

Description

Model objects are updated in place to avoid memory issues. Nothing is returned.

Usage

train_CP(d, m, new.iter = 1, params)

Arguments

d

an input data object created with input_data

m

a CP_model object created with mk_model

new.iter

numeric number of iterations to run (def: 1)

params

List of parameters created with get_model_params()

Examples

# NOT RUN {
data.params <- get_data_params(c('decomp=CP'))
toy <- mk_toy(data.params)
train.data <- input_data$new(mode1.X=toy$mode1.X[,-1],
                             mode2.X=toy$mode2.X[,-1],
                             mode3.X=toy$mode3.X[,-1],
                             resp=toy$resp)
model.params <- get_model_params(c('decomp=CP'))
toy.model <- mk_model(train.data, model.params)
toy.model$rand_init(model.params)

train(d=train.data, m=toy.model, new.iter=1, params=model.params)
# }