BaggingColumnTransformer

Inheritance diagram for BaggingColumnTransformer:

Collaboration diagram for BaggingColumnTransformer:

Public Member Functions
def	__init__ (self, n_bands, *args, n_extra=0, percent=0.75, seed=None, **kwargs)
Public Member Functions inherited from _CustomTransformer
def	fit (self, X, *args, **kwargs)
def	transform (self, X, *args, **kwargs)
def	inverse_transform (self, X, *args, **kwargs)
def	fit_transform (self, X, *args, **kwargs)

Public Attributes
	n_bands
	n_extra
	percent
	random
	cols

Additional Inherited Members
Static Public Member Functions inherited from _CustomTransformer
def	config_info (*args, **kwargs)

Detailed Description

Randomly select a percentage of columns to drop, always keeping the
band features (first n_bands columns). Optionally, the last n_extra 
columns will also be always kept as additional features.

Definition at line 6 of file BaggingColumnTransformer.py.

Constructor & Destructor Documentation

__init__()

def __init__	(		self,
			n_bands,
		*	args,
			n_extra = 0,
			percent = 0.75,
			seed = None,
		**	kwargs
	)

Definition at line 13 of file BaggingColumnTransformer.py.

Member Data Documentation

cols

cols

Definition at line 26 of file BaggingColumnTransformer.py.

n_bands

n_bands

Definition at line 14 of file BaggingColumnTransformer.py.

n_extra

n_extra

Definition at line 15 of file BaggingColumnTransformer.py.

percent

percent

Definition at line 16 of file BaggingColumnTransformer.py.

random

random

Definition at line 17 of file BaggingColumnTransformer.py.

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

• /gfs-oceanweb/web/ocssw/ocssw_src/src/aquaverse/MDN/transformers/BaggingColumnTransformer.py