Last data update: 2014.03.03
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R: Find nearest neighbours in epsilon environment.
find_nn_eps | R Documentation |
Find nearest neighbours in epsilon environment.
Description
Finds the nearest points for every point in an environment with radius eps .
Usage
find_nn_eps(X, eps)
Arguments
X |
matrix object containing the input data.
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eps |
size of epsilon environment around x_i.
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Details
A good value for eps strongly depends on the scaling of the data. Therefore we recommend to use the R function scale .
Value
neighbours |
matrix with N rows and columns. If distance between x_i and x_i is smaller than eps , neighbours[i,j] is one, else zero.
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See Also
find_nn_k
Examples
data( lle_scurve_data )
X <- lle_scurve_data
neighbours <- find_nn_eps( X, 0.5 )
table( rowSums(neighbours) )
Results
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