Choose number of KNNs
1 2 3 
p 
Total number of available features. 
m 
Number of features to be drawn by each KNN. 
eta 
Coverage Probability. 
nu 
mean mutiplicity of a feature 
rmax 
number of series terms for independent geometric approximation 
nsim 
number of simulations for geometric simulation. 
lambda 
mean number of silient features. 
method 
one of binomial, poisson, nu, geo.independent, geo.sim, geo.dependent, lambda 
Method binomial
and poisson
are approximation method for a given eta
value.
Method nu
computes r
for a given nu
.
Method geo.independent
, geo.sim
and geo.dependent
compute r
using
geomerical random variables z
until eachh is at least drawn once. The difference is that
geo.independent
ignores dependency,geo.sim
is a simulation method and geo.independent
is an exact method using gmp
package.
Method lambda
computes r
for a given lambda
.
An integer.
Shengqiao Li<lishengqiao@yahoo.com>
1  r(100, 10);

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