components.TRMF: Access TRMF factors
In TRMF: Temporally Regularized Matrix Factorization

Description Usage Arguments Details Value Author(s) See Also Examples

This function returns the factors (Xm, Fm) from a trained TRMF object

1 2	## S3 method for class 'TRMF' components(object, XorF = c("Xm","Fm"), ...)

`object`	trained TRMF object
`XorF`	which factor to return
`...`	ignored

Returns the matrix factors. Could also use object$Factors$Xm, object$Factors$Fm . If matrix normalization was used in create_TRMF, Xm%*%Fm could look much different than the input data matrix.

A matrix.

Chad Hammerquist

create_TRMF, TRMF_columns, TRMF_trend

# create test data
xm = poly(x = (-10:10)/10,degree=4)
fm = matrix(rnorm(40),4,10)
Am = xm%*%fm+rnorm(210,0,.2)

# create model
obj = create_TRMF(Am)
out = train(obj)
plot(out)
components(out,"Xm")