lore_sa.encoder_decoder.LabelEnc

class lore_sa.encoder_decoder.LabelEnc(dataset_descriptor: dict)

It provides an interface to access Label enconding functions.

__init__(dataset_descriptor: dict)

Methods

__init__(dataset_descriptor)
decode(x)	Decode the array staring from the original descriptor
decode_target_class(x)
encode(x)	It applies the encoder to the input features
get_encoded_features()	Provides a dictionary with the new encoded features name and the new index :return:

decode(x: array)

Decode the array staring from the original descriptor

Parameters

x ([Numpy array]) – Array to decode

Return [Numpy array]

Decoded array

encode(x: array)

It applies the encoder to the input features

Parameters

x ([Numpy array]) – Array to encode

Return [Numpy array]

Encoded array

get_encoded_features()

Provides a dictionary with the new encoded features name and the new index :return: