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 |
Definition at line 419 of file recognize_3d.py.
def trf_learn.recognize_3d.SVMPCA_ActiveLearner.__init__ | ( | self, | |
use_pca, | |||
reconstruction_std_lim = None , |
|||
reconstruction_err_toler = None , |
|||
old_learner = None , |
|||
pca = None |
|||
) |
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.
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 | |||
) |
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.
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.