a dataframe or matrix contains columns of predictor variables.
trainy
a vector of response, must have length equal to the number of
rows in trainx.
longlatpredx
a dataframe contains longitude and latitude of point
locations (i.e., the centres of grids) to be predicted.
predx
a dataframe or matrix contains columns of predictive variables
for the grids to be predicted.
mtry
a function of number of remaining predictor variables to use as
the mtry parameter in the randomForest call.
ntree
number of trees to grow. This should not be set to too small a
number, to ensure that every input row gets predicted at least a few times.
By default, 500 is used.
...
other arguments passed on to randomForest.
Value
A dataframe of longitude, latitude and predictions.
References
Liaw, A. and M. Wiener (2002). Classification and Regression by
randomForest. R News 2(3), 18-22.