hai_sandbox.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 386 of file recognize_3d.py.

---

Constructor & Destructor Documentation

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

Definition at line 387 of file recognize_3d.py.

---

Member Function Documentation

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

Definition at line 520 of file recognize_3d.py.

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

Definition at line 503 of file recognize_3d.py.

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

Definition at line 425 of file recognize_3d.py.

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

Definition at line 419 of file recognize_3d.py.

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

Definition at line 437 of file recognize_3d.py.

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

Definition at line 452 of file recognize_3d.py.

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

Definition at line 458 of file recognize_3d.py.

---

Member Data Documentation

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::classifier

Definition at line 387 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::classifiers

Definition at line 387 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::dataset

Definition at line 387 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::n

Definition at line 387 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::pca

Definition at line 387 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::reconstruction_err_toler

Definition at line 387 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::reconstruction_std_lim

Definition at line 387 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::reduced_dataset

Definition at line 387 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::rescaled_dataset

Definition at line 458 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::scale

Definition at line 458 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::sv_dist

Definition at line 458 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::sv_instances

Definition at line 458 of file recognize_3d.py.

hai_sandbox::recognize_3d.SVMPCA_ActiveLearner::use_pca

Definition at line 387 of file recognize_3d.py.

---

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

• recognize_3d.py