#include <kernel.h>
Inheritance diagram for RBF:
Public Member Functions | |
RBF (REAL g=0.5) | |
RBF (std::istream &is) | |
virtual const id_t & | id () const |
virtual RBF * | create () const |
Create a new object using the default constructor. | |
virtual RBF * | clone () const |
Create a new object by replicating itself. | |
virtual REAL | operator() (const Input &a, const Input &b) const |
The inner-product of two input vectors. | |
virtual REAL | matrix (UINT i, UINT j) const |
The inner-product of two stored inputs with index i and j. | |
virtual void | set_params (SVM_detail *) const |
Public Attributes | |
REAL | gamma |
Protected Member Functions | |
virtual bool | serialize (std::ostream &, ver_list &) const |
virtual bool | unserialize (std::istream &, ver_list &, const id_t &=NIL_ID) |
Definition at line 153 of file kernel.h.
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Definition at line 155 of file kernel.h. Referenced by RBF::set_params(). |
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Create a new object by replicating itself.
return new Derived(*this);
Reimplemented from Perceptron. |
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Create a new object using the default constructor. The code for a derived class Derived is always return new Derived(); Reimplemented from Perceptron. |
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Reimplemented from Perceptron. |
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The inner-product of two stored inputs with index i and j.
Reimplemented from Perceptron. Definition at line 166 of file kernel.h. References DOTPROD. |
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The inner-product of two input vectors.
Reimplemented from Perceptron. Definition at line 162 of file kernel.h. References lemga::kernel::norm_2(). |
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Reimplemented from Kernel. Definition at line 43 of file kernel.cpp. References RBF::gamma, and SERIALIZE_PARENT. |
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In order to keep the SVM interface simple and avoid member functions specific to kernels (e.g., set_gamma()), we use Kernel to pass kernel parameters to SVM_detail. Reimplemented from Perceptron. Definition at line 158 of file svm.cpp. References RBF::gamma, and RBF::RBF(). |
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Reimplemented from Kernel. Definition at line 48 of file kernel.cpp. References RBF::gamma, Object::NIL_ID, and UNSERIALIZE_PARENT. |
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Definition at line 154 of file kernel.h. Referenced by RBF::serialize(), RBF::set_params(), and RBF::unserialize(). |