13 #include <shogun/lib/config.h> 85 virtual const char*
get_name()
const {
return "KernelPCA"; }
the class DimensionReductionPreprocessor, a base class for preprocessors used to lower the dimensiona...
SGVector< float64_t > m_bias_vector
virtual SGVector< float64_t > apply_to_feature_vector(SGVector< float64_t > vector)
virtual SGMatrix< float64_t > apply_to_feature_matrix(CFeatures *features)
SGVector< float64_t > get_bias_vector() const
SGMatrix< float64_t > get_transformation_matrix() const
virtual void cleanup()
cleanup
virtual CDenseFeatures< float64_t > * apply_to_string_features(CFeatures *features)
CFeatures * m_init_features
SGMatrix< float64_t > m_transformation_matrix
virtual EPreprocessorType get_type() const
all of classes and functions are contained in the shogun namespace
Preprocessor KernelPCA performs kernel principal component analysis.
The class Features is the base class of all feature objects.
virtual const char * get_name() const