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4.13. INITLSSVM
4.13
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initlssvm
Purpose
Initialize an LS-SVM model
Full syntax
>> model = initlssvm(X, Y, gam, h, kernel)
>> model = initlssvm(X, Y, gam, h, kernel, bwopt)
Outputs
model
Object oriented representation of the LS-SVM model
Inputs
X
n×d matrix with the inputs of the training data
Y
n×1 vector with the outputs of the training data
gam
Regularization parameter. Initialize as []
h
Kernel bandwidth. Initialize as [])
kernel(*)
Kernel type (by default ’gauss_kernel’). The following kernels
are supported: ’gauss_kernel’, ’RBF_kernel’ ’gauss4_kernel’,
’gaussadd_kernel’ and ’lin_kernel’.
bwopt(*)
Single bandwidth (’single’) or bandwidth per dimension (’multiple’)
for additive models. Only valid with ’gaussadd_kernel’. By default
’single’
See also:
changelssvm