The problem comes when I try to put the values back into raster format to plot. Here is the code:
Rstack <- Rstack[[name]] # match names in raster stack to same order as model data_vals <- values(Rstack) # convert raster to values map_rftree <- predict(rf_tree1000, newdata = data_vals, missing = NA) # make predictions map_rftree_trans <- exp(map_rftree) # back transform values r <- Rstack[] # use any raster from data set as template for predictions values(r) <- map_rftree_trans # assign the predicted values to it
I get this error.
Error in setValues(x, value) : length(values) is not equal to ncell(x), or to 1
I check and see lengths are not equal but I am not sure how to fix this.
> length(r)  90632698 > length(map_rftree_trans)  22023903