pow_o2m: NIPALS method for PLS2
In selbouhaddani/O2PLS: O2PLS: Two-Way Orthogonal Partial Least Squares
Description
Performs power method for PLS2 loadings.
Usage
1
pow_o2m(X, Y, n, tol = 1e-10, max_iterations = 100)
Arguments
X
Numeric matrix. Vectors will be coerced to matrix with as.matrix (if this is possible)
Y
Numeric matrix. Vectors will be coerced to matrix with as.matrix (if this is possible)
n
Integer. Number of joint PLS components. Must be positive!
tol
double. Threshold for power method iteration
max_iterations
Integer, Maximum number of iterations for power method
selbouhaddani/O2PLS documentation built on May 29, 2019, 5:53 p.m.
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Description
Performs power method for PLS2 loadings.
Usage
1 | pow_o2m(X, Y, n, tol = 1e-10, max_iterations = 100)
|
Arguments
X |
Numeric matrix. Vectors will be coerced to matrix with |
Y |
Numeric matrix. Vectors will be coerced to matrix with |
n |
Integer. Number of joint PLS components. Must be positive! |
tol |
double. Threshold for power method iteration |
max_iterations |
Integer, Maximum number of iterations for power method |
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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