SHOGUN
v1.1.0
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Normalize the kernel by a constant obtained from the first element of the kernel matrix, i.e. .
useful if the kernel returns constant elements along the diagonal anyway and all one wants is to scale the kernel down to 1 on the diagonal.
Definition at line 28 of file FirstElementKernelNormalizer.h.
Public Member Functions | |
CFirstElementKernelNormalizer () | |
virtual | ~CFirstElementKernelNormalizer () |
virtual bool | init (CKernel *k) |
virtual float64_t | normalize (float64_t value, int32_t idx_lhs, int32_t idx_rhs) |
virtual float64_t | normalize_lhs (float64_t value, int32_t idx_lhs) |
virtual float64_t | normalize_rhs (float64_t value, int32_t idx_rhs) |
virtual const char * | get_name () const |
Protected Attributes | |
float64_t | scale |
scale constant obtained from k(0,0) |
constructor
Definition at line 33 of file FirstElementKernelNormalizer.h.
virtual ~CFirstElementKernelNormalizer | ( | ) | [virtual] |
default destructor
Definition at line 40 of file FirstElementKernelNormalizer.h.
virtual const char* get_name | ( | ) | const [virtual] |
Implements CSGObject.
Definition at line 91 of file FirstElementKernelNormalizer.h.
initialization of the normalizer (if needed)
k | kernel |
Implements CKernelNormalizer.
Definition at line 46 of file FirstElementKernelNormalizer.h.
normalize the kernel value
value | kernel value |
idx_lhs | index of left hand side vector |
idx_rhs | index of right hand side vector |
Implements CKernelNormalizer.
Definition at line 66 of file FirstElementKernelNormalizer.h.
virtual float64_t normalize_lhs | ( | float64_t | value, |
int32_t | idx_lhs | ||
) | [virtual] |
normalize only the left hand side vector
value | value of a component of the left hand side feature vector |
idx_lhs | index of left hand side vector |
Implements CKernelNormalizer.
Definition at line 76 of file FirstElementKernelNormalizer.h.
virtual float64_t normalize_rhs | ( | float64_t | value, |
int32_t | idx_rhs | ||
) | [virtual] |
normalize only the right hand side vector
value | value of a component of the right hand side feature vector |
idx_rhs | index of right hand side vector |
Implements CKernelNormalizer.
Definition at line 85 of file FirstElementKernelNormalizer.h.
scale constant obtained from k(0,0)
Definition at line 95 of file FirstElementKernelNormalizer.h.