getPredictions {resemble} | R Documentation |
mbl
Extract predictions from an object of class mbl
getPredictions(object)
object |
an object of class |
a data.frame
of predicted values according to either k
or k.dist
Leonardo Ramirez-Lopez and Antoine Stevens
## 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)