LDATrainer Class Reference

#include <trainer.h>

Public Types
typedef dlib::matrix< float, 0, 1 >	sample_type
typedef dlib::linear_kernel< sample_type >	kernel_type
typedef dlib::decision_function< kernel_type >	trained_function_type

Public Member Functions
trained_function_type	train (const std::vector< sample_type > &samplesvec, const std::vector< float > &labels) const
void	train (int nfolds, const std::vector< sample_type > &samples, const std::vector< float > &labels)
double	predict (const sample_type &data) const

Public Attributes
std::vector< float >	m_weights
	Classifier weights. More...

Detailed Description

Definition at line 17 of file trainer.h.

Member Typedef Documentation

kernel_type

typedef dlib::linear_kernel<sample_type> LDATrainer::kernel_type

Definition at line 20 of file trainer.h.

sample_type

typedef dlib::matrix<float, 0, 1> LDATrainer::sample_type

Definition at line 19 of file trainer.h.

trained_function_type

typedef dlib::decision_function<kernel_type> LDATrainer::trained_function_type

Definition at line 21 of file trainer.h.

Member Function Documentation

predict()

double LDATrainer::predict ( const sample_type &  data ) const

inline

Definition at line 202 of file trainer.h.

References m_weights.

Referenced by DilateClassifier(), and qCanupoTools::TrainClassifier().

train() [1/2]

trained_function_type LDATrainer::train ( const std::vector< sample_type > &  samplesvec, const std::vector< float > &  labels  ) const

inline

Definition at line 24 of file trainer.h.

References dot().

Referenced by qCanupoTools::TrainClassifier().

train() [2/2]

void LDATrainer::train ( int  nfolds, const std::vector< sample_type > &  samples, const std::vector< float > &  labels  )

inline

Definition at line 177 of file trainer.h.

References m_weights.

Member Data Documentation

m_weights

std::vector<float> LDATrainer::m_weights

Classifier weights.

Definition at line 211 of file trainer.h.

Referenced by DilateClassifier(), predict(), train(), and qCanupoTools::TrainClassifier().

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The documentation for this class was generated from the following file:

• /root/ACloudViewer/plugins/core/Standard/qCanupo/include/trainer.h