subtom_eigs
Uses MATLAB eigs to calculate a subset of Eigenvalue/vectors.
subtom_eigs(
'ccmatrix_fn_prefix', ccmatrix_fn_prefix ('class/ccmatrix_pca'),
'eig_vec_fn_prefix', eig_vec_fn_prefix ('class/eigvec_pca'),
'eig_val_fn_prefix', eig_val_fn_prefix ('class/eigval_pca'),
'iteration', iteration (1),
'num_eigs', num_eigs (40),
'eigs_iterations', eigs_iterations ('default'),
'eigs_tolerance', eig_tolerance ('default'),
'do_algebraic', do_algebraic (0))
Uses the MATLAB function eigs to calculate a subset of eigenvalues and
eigenvectors given the constrained cross-correlation (covariance) matrix with
the filename given by ccmatrix_fn_prefix
and iteration
. num_eigs
of
the largest eigenvalues and eigenvectors will be calculated, and will be written
out as specified by eig_val_fn_prefix
, eig_vec_fn_prefix
and
iteration
respectively. Two options eigs_iterations
and
eigs_tolerance
are also available to tune how eigs is run. If the string
‘default’ is given for either the default values in eigs will be used. If
do_algebraic
evaluates to true as a boolean ‘la’ will be used in place of
‘lm’ in the call to eigs, this could be a valid option in the case when ‘lm’
returns negative eigenvalues.
Example
subtom_eigs(...
'ccmatrix_fn_prefix', 'class/ccmatrix', ...
'eig_vec_fn_prefix', 'class/eigvec', ...
'eig_val_fn_prefix', 'class/eigval', ...
'iteration', 1, ...
'num_eigs', 50, ...
'eigs_iterations', 'default', ...
'eigs_tolerance', 'default', ...
'do_algebraic', 1)