resemble (version 1.2.2)

getPredictions: Extract predictions from an object of class mbl

Description

Extract predictions from an object of class mbl

Usage

getPredictions(object)

Arguments

object

an object of class mbl as returned by mbl

Value

a data.frame of predicted values according to either k or k.dist

See Also

mbl

Examples

## Not run: 
# require(prospectr)
# 
# data(NIRsoil)
# 
# Xu <- NIRsoil$spc[!as.logical(NIRsoil$train),]
# Yu <- NIRsoil$CEC[!as.logical(NIRsoil$train)]
# Yr <- NIRsoil$CEC[as.logical(NIRsoil$train)]
# Xr <- NIRsoil$spc[as.logical(NIRsoil$train),]
# 
# Xu <- Xu[!is.na(Yu),]
# Yu <- Yu[!is.na(Yu)]
# 
# Xr <- Xr[!is.na(Yr),]
# Yr <- Yr[!is.na(Yr)] 
# 
# ctrl <- mblControl(sm = "pls", 
#                    pcSelection = list("opc", 40), 
#                    valMethod = c("NNv"), 
#                    scaled = TRUE, center = TRUE)
# 
# ex1 <- mbl(Yr = Yr, Xr = Xr, Yu = NULL, Xu = Xu,
#            mblCtrl = ctrl,
#            distUsage = "predictors", 
#            k = seq(30, 150, 15), 
#            method = "wapls1",
#            plsC = c(7, 20))
# 
# getPredictions(ex1)
# ## End(Not run)