Description Usage Arguments Details Value Examples
dwd
creates input for sqlp to solve the Distance Weighted Discrimination problem -
Given two sets of points An and Ap, find an optimal classification rule to group the points as accurately
as possible for future classification.
1 | dwd(Ap, An, penalty)
|
Ap |
An nxp point configuration matrix |
An |
An nxp point configuration matrix |
penalty |
A real valued scalar penalty for moving points across classification rule |
Solves the distance weighted discrimination problem. Mathematical and implementation details can be found in the vignette
X |
A list containing the solution matrix to the primal problem |
y |
A list containing the solution vector to the dual problem |
Z |
A list containing the solution matrix to the dual problem |
pobj |
The achieved value of the primary objective function |
dobj |
The achieved value of the dual objective function |
1 2 3 4 5 6 |
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