trf_learn.recognize_3d.SVMPCA_ActiveLearner Class Reference

List of all members.

Public Member Functions
def	__init__
def	classify
def	get_closest_instances
def	partial_pca_project
def	select_next_instances
def	select_next_instances_no_terminate
def	train
Public Attributes
	classifier
	classifiers
	dataset
	n
	pca
	reconstruction_err_toler
	reconstruction_std_lim
	reduced_dataset
	rescaled_dataset
	scale
	sv_dist
	sv_instances
	use_pca
Private Member Functions
def	_balance_classes

---

Detailed Description

Definition at line 419 of file recognize_3d.py.

---

Constructor & Destructor Documentation

def trf_learn.recognize_3d.SVMPCA_ActiveLearner.__init__	(		self,
			use_pca,
			reconstruction_std_lim = None,
			reconstruction_err_toler = None,
			old_learner = None,
			pca = None
	)

Parameters:

old_learner	takes pca vectors calculated from old_learner if available
pca	or take pca vectors from this param

Definition at line 424 of file recognize_3d.py.

---

Member Function Documentation

def trf_learn.recognize_3d.SVMPCA_ActiveLearner._balance_classes	(		self,
			data,
			labels
	)		[private]

Definition at line 560 of file recognize_3d.py.

def trf_learn.recognize_3d.SVMPCA_ActiveLearner.classify	(		self,
			instances
	)

Parameters:

instances

column vectors of instances to predict

Definition at line 542 of file recognize_3d.py.

def trf_learn.recognize_3d.SVMPCA_ActiveLearner.get_closest_instances	(		self,
			instances,
			n = 1
	)

Definition at line 462 of file recognize_3d.py.

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

Definition at line 456 of file recognize_3d.py.

def trf_learn.recognize_3d.SVMPCA_ActiveLearner.select_next_instances	(		self,
			instances,
			n = 1
	)

Definition at line 474 of file recognize_3d.py.

def trf_learn.recognize_3d.SVMPCA_ActiveLearner.select_next_instances_no_terminate	(		self,
			instances,
			n = 1
	)

Definition at line 489 of file recognize_3d.py.

def trf_learn.recognize_3d.SVMPCA_ActiveLearner.train	(		self,
			dataset,
			inputs_for_scaling,
			svm_params,
			variance_keep = .95
	)

Definition at line 495 of file recognize_3d.py.

---

Member Data Documentation

trf_learn::recognize_3d.SVMPCA_ActiveLearner::classifier

Definition at line 424 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::classifiers

Definition at line 424 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::dataset

Definition at line 424 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::n

Definition at line 424 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::pca

Definition at line 424 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::reconstruction_err_toler

Definition at line 424 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::reconstruction_std_lim

Definition at line 424 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::reduced_dataset

Definition at line 424 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::rescaled_dataset

Definition at line 495 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::scale

Definition at line 495 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::sv_dist

Definition at line 495 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::sv_instances

Definition at line 495 of file recognize_3d.py.

trf_learn::recognize_3d.SVMPCA_ActiveLearner::use_pca

Definition at line 424 of file recognize_3d.py.

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

• recognize_3d.py