trf_learn.recognize_3d.PCAIntensities Class Reference

List of all members.

Public Member Functions
def	__init__
def	calc_reconstruction_errors
def	calculate_pca_vectors
def	is_dataset_far_from_pca_subspace
def	partial_pca_project
Public Attributes
	intensities_index
	intensities_mean
	intensities_std
	pca_data
	projection_basis
	recon_err_raw
	recon_mean
	recon_std
	reconstruction_err_toler
	reconstruction_error
	reconstruction_std_lim

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Detailed Description

Definition at line 337 of file recognize_3d.py.

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Constructor & Destructor Documentation

def trf_learn.recognize_3d.PCAIntensities.__init__	(		self,
			intensities_index,
			reconstruction_std_lim,
			reconstruction_err_toler
	)

Definition at line 339 of file recognize_3d.py.

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Member Function Documentation

def trf_learn.recognize_3d.PCAIntensities.calc_reconstruction_errors	(		self,
			projected_instances,
			original_instances
	)

Definition at line 395 of file recognize_3d.py.

def trf_learn.recognize_3d.PCAIntensities.calculate_pca_vectors	(		self,
			data,
			variance_keep
	)

Definition at line 350 of file recognize_3d.py.

def trf_learn.recognize_3d.PCAIntensities.is_dataset_far_from_pca_subspace	(		self,
			projected_instances,
			original_instances
	)

Definition at line 405 of file recognize_3d.py.

def trf_learn.recognize_3d.PCAIntensities.partial_pca_project	(		self,
			instances
	)

Definition at line 409 of file recognize_3d.py.

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Member Data Documentation

trf_learn::recognize_3d.PCAIntensities::intensities_index

Definition at line 339 of file recognize_3d.py.

trf_learn::recognize_3d.PCAIntensities::intensities_mean

Definition at line 339 of file recognize_3d.py.

trf_learn::recognize_3d.PCAIntensities::intensities_std

Definition at line 339 of file recognize_3d.py.

trf_learn::recognize_3d.PCAIntensities::pca_data

Definition at line 339 of file recognize_3d.py.

trf_learn::recognize_3d.PCAIntensities::projection_basis

Definition at line 339 of file recognize_3d.py.

trf_learn::recognize_3d.PCAIntensities::recon_err_raw

Definition at line 339 of file recognize_3d.py.

trf_learn::recognize_3d.PCAIntensities::recon_mean

Definition at line 350 of file recognize_3d.py.

trf_learn::recognize_3d.PCAIntensities::recon_std

Definition at line 350 of file recognize_3d.py.

trf_learn::recognize_3d.PCAIntensities::reconstruction_err_toler

Definition at line 339 of file recognize_3d.py.

trf_learn::recognize_3d.PCAIntensities::reconstruction_error

Definition at line 339 of file recognize_3d.py.

trf_learn::recognize_3d.PCAIntensities::reconstruction_std_lim

Definition at line 339 of file recognize_3d.py.

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

• recognize_3d.py