15 #include <shogun/lib/tapkee/tapkee_shogun.hpp>
17 using namespace shogun;
30 return "LinearLocalTangentSpaceAlignment";
36 TAPKEE_PARAMETERS_FOR_SHOGUN parameters;
37 parameters.n_neighbors =
m_k;
39 parameters.method = SHOGUN_LINEAR_LOCAL_TANGENT_SPACE_ALIGNMENT;
41 parameters.kernel = kernel;
Computes the standard linear kernel on CDotFeatures.
virtual const char * get_name() const
class LocalTangentSpaceAlignment used to embed data using Local Tangent Space Alignment (LTSA) algori...
virtual CFeatures * apply(CFeatures *features)
Features that support dot products among other operations.
CLinearLocalTangentSpaceAlignment()
The class Features is the base class of all feature objects.
virtual ~CLinearLocalTangentSpaceAlignment()
float64_t m_nullspace_shift