ranfor {inecolr} | R Documentation |
Random Forest
Description
Create the most pasimonious groupping hipothesis based on N classification trees (the forest)
Usage
ranfor(data, repetitions=1000, prop=0.85, n.digits = 5, plot=TRUE)
Arguments
data |
A dataframe where the first column is the response (dependent) variable and the rest serve to classify |
repetitions |
Number of iterations |
prop |
Proportion of rows included in each iteration |
n.digits |
N digits to display in the summary table |
plot |
Logical, wheather to plat the result, defualt is TRUE |
Value
Retur a matrix ... .
Author(s)
Guevara, R., roger.guevara@inecol.mx
References
Rohlf, F. (1981). Biometry the principles and practice of statistics in biological research. Zar, J. H. (1999). Biostatistical analysis. Pearson Education India.
Examples
data("iris")
ranfor(iris[,c(5,1:4)])
[Package inecolr version 0.1.0 Index]