Perform selection based on inclusion rate

Usage

sel_inc_rate(inc_rate, q = 0.05, tied.method = "fair", tol = 1e-10)

inc_rate

inclusion rate

q

nominal FDR level

tied.method

the method for handling the tied values. Possible choices:

include: include the tied rate
exclude: exclude the tied rate
fair (default): a compromise way which compare the number of tied values before and after the cutoff

tol

tolerance when comparing the equality of two doubles

the selected relevant features