Public Member Functions | Public Attributes | Private Member Functions
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_learnertakes pca vectors calculated from old_learner if available
pcaor 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.

Parameters:
instancescolumn 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.

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.

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

Definition at line 424 of file recognize_3d.py.

Definition at line 424 of file recognize_3d.py.

Definition at line 424 of file recognize_3d.py.

Definition at line 424 of file recognize_3d.py.

Definition at line 424 of file recognize_3d.py.

Definition at line 424 of file recognize_3d.py.

Definition at line 424 of file recognize_3d.py.

Definition at line 424 of file recognize_3d.py.

Definition at line 495 of file recognize_3d.py.

Definition at line 495 of file recognize_3d.py.

Definition at line 495 of file recognize_3d.py.

Definition at line 495 of file recognize_3d.py.

Definition at line 424 of file recognize_3d.py.


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


trf_learn
Author(s): Hai Nguyen (hai@gatech.edu) Advisor: Prof. Charlie Kemp, Lab: Healthcare Robotics Lab at Georgia Tech
autogenerated on Wed Nov 27 2013 11:47:18