laser_interface.random_forest.RFBase Class Reference

Inheritance diagram for laser_interface.random_forest.RFBase:

List of all members.

Public Member Functions
def	__init__
def	predict
def	train
Public Attributes
	number_of_dimensions
	number_of_learners

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Detailed Description

Definition at line 269 of file random_forest.py.

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Constructor & Destructor Documentation

def laser_interface.random_forest.RFBase.__init__	(		self,
			dataset = None,
			number_of_dimensions = None,
			number_of_learners = 100
	)

    number_of_dimensions   unclear which direction, but should be around 10-20% of original 
                   data dimension
    number_of_learners        limited by processor performance, higher is better

Definition at line 270 of file random_forest.py.

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Member Function Documentation

def laser_interface.random_forest.RFBase.predict	(		self,
			data,
			vote_combine_function = None
	)

Definition at line 281 of file random_forest.py.

def laser_interface.random_forest.RFBase.train	(		self,
			dataset
	)

Reimplemented in laser_interface.random_forest.RFRandomInputSubset, and laser_interface.random_forest.RFBreiman.

Definition at line 290 of file random_forest.py.

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Member Data Documentation

laser_interface::random_forest.RFBase::number_of_dimensions

Reimplemented in laser_interface.random_forest.RFRandomInputSubset, and laser_interface.random_forest.RFBreiman.

Definition at line 274 of file random_forest.py.

laser_interface::random_forest.RFBase::number_of_learners

Definition at line 274 of file random_forest.py.

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

• random_forest.py