Public Member Functions | Public Attributes
laser_interface.random_forest.RFBase Class Reference
Inheritance diagram for laser_interface.random_forest.RFBase:
Inheritance graph
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List of all members.

Public Member Functions

def __init__
def predict
def train

Public Attributes

 number_of_dimensions
 number_of_learners

Detailed Description

Definition at line 269 of file random_forest.py.


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.


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 
)

Member Data Documentation

Definition at line 274 of file random_forest.py.


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


laser_interface
Author(s): Hai Nguyen and Travis Deyle. Advisor: Prof. Charlie Kemp, Lab: Healthcare Robotics Lab at Georgia Tech
autogenerated on Wed Nov 27 2013 11:45:51