lore_sa.dataset.Dataset

class lore_sa.dataset.Dataset

Generic class to handle datasets

__init__()

Methods

__init__()
get_categorical_columns()
get_class_values()	return the list of values of the target column :return:
get_feature_name(index)	Get the feature name by index :param index: :return: the name of the corresponding feature
get_feature_names()
get_number_of_features()
get_numeric_columns()
set_class_name(class_name)	Set the class name.
set_descriptor(descriptor)
set_target_label(descriptor)	Set the target column into the dataset descriptor
update_descriptor()	it creates the dataset descriptor dictionary

get_class_values()

return the list of values of the target column :return:

get_feature_name(index)

Get the feature name by index :param index: :return: the name of the corresponding feature

set_class_name(class_name: str)

Set the class name. Only the column name string :param [str] class_name: :return:

set_target_label(descriptor)

Set the target column into the dataset descriptor

Parameters

descriptor –

Returns

a modified version of the input descriptor with a new key ‘target’

abstract update_descriptor()

it creates the dataset descriptor dictionary