A structure to represent the data. More...
#include <gensvm_base.h>
Public Attributes | |
| long | K |
| number of classes More... | |
| long | n |
| number of instances More... | |
| long | m |
| number of predictors (width of RAW) More... | |
| long | r |
| number of eigenvalues (width of Z) More... | |
| long * | y |
| array of class labels, 1..K More... | |
| double * | Z |
| struct GenSparse * | spZ |
| sparse representation of the augmented data matrix More... | |
| double * | RAW |
| augmented raw data matrix More... | |
| double * | Sigma |
| eigenvalues from the reduced eigendecomposition More... | |
| KernelType | kerneltype |
| double | gamma |
| kernel parameter for RBF, poly, and sigmoid More... | |
| double | coef |
| kernel parameter for poly and sigmoid More... | |
| double | degree |
| kernel parameter for poly More... | |
Detailed Description
A structure to represent the data.
- Parameters
-
K number of classes n number of instances m number of predictors y pointer to vector of class labels Z pointer to augmented data matrix spZ pointer to the sparse augmented data matrix RAW pointer to augmented raw data matrix J pointer to regularization vector Sigma eigenvalues from the reduced eigendecomposition kerneltype kerneltype used in GenData::Z gamma kernel parameter for RBF, poly, and sigmoid coef kernel parameter for poly and sigmoid degree kernel parameter for poly
Definition at line 57 of file gensvm_base.h.
Member Data Documentation
◆ coef
| double GenData::coef |
kernel parameter for poly and sigmoid
Definition at line 82 of file gensvm_base.h.
◆ degree
| double GenData::degree |
kernel parameter for poly
Definition at line 84 of file gensvm_base.h.
◆ gamma
| double GenData::gamma |
kernel parameter for RBF, poly, and sigmoid
Definition at line 80 of file gensvm_base.h.
◆ K
| long GenData::K |
number of classes
Definition at line 58 of file gensvm_base.h.
◆ kerneltype
| KernelType GenData::kerneltype |
kerneltype used to generate the kernel corresponding to the data in Z
Definition at line 77 of file gensvm_base.h.
◆ m
| long GenData::m |
number of predictors (width of RAW)
Definition at line 62 of file gensvm_base.h.
◆ n
| long GenData::n |
number of instances
Definition at line 60 of file gensvm_base.h.
◆ r
| long GenData::r |
number of eigenvalues (width of Z)
Definition at line 64 of file gensvm_base.h.
◆ RAW
| double* GenData::RAW |
augmented raw data matrix
Definition at line 73 of file gensvm_base.h.
◆ Sigma
| double* GenData::Sigma |
eigenvalues from the reduced eigendecomposition
Definition at line 75 of file gensvm_base.h.
◆ spZ
| struct GenSparse* GenData::spZ |
sparse representation of the augmented data matrix
Definition at line 71 of file gensvm_base.h.
◆ y
| long* GenData::y |
array of class labels, 1..K
Definition at line 66 of file gensvm_base.h.
◆ Z
| double* GenData::Z |
augmented data matrix (either equal to RAW or to the eigenvectors of the kernel matrix)
Definition at line 68 of file gensvm_base.h.
The documentation for this struct was generated from the following file:
- include/gensvm_base.h
