Inheritance diagram for KBestTransformer:

Collaboration diagram for KBestTransformer:

Public Member Functions
def	__init__ (self, n_features, args, *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_features

	k_transformer

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

Detailed Description

Select the top K features, based on mutual information with the target variable. 
    When multiple target variables exist, each target variable receives an even share
    of the features (i.e. 3 targets, K=6 -> K=2 for each target)

Definition at line 7 of file KBestTransformer.py.

Constructor & Destructor Documentation

◆ init()

def __init__	(		self,
			n_features,
		*	args,
		**	kwargs
	)

Definition at line 11 of file KBestTransformer.py.

Member Data Documentation

◆ k_transformer

k_transformer

Definition at line 15 of file KBestTransformer.py.

◆ n_features

n_features

Definition at line 12 of file KBestTransformer.py.

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

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

Public Member Functions

Public Attributes