Preprocessing

class rackio_AI.Preprocessing(name='', description='', problem_type='regression')

This class allows to you do preprocessing to the data in RackioAI or *RackioEDA

>>> from rackio_AI import Preprocessing
>>> preprocessing = Preprocessing(name='Preprocessing core', description='preprocessing for data', problem_type='regression')

data

Preprocessing attribute to storage data values

Parameters

• :param value: (pandas.DataFrame or np.ndarray)

• :return:

• data: (pandas.DataFrame)

description

Preprocessing attribute to storage preprocessing model description

---

Parameters

• :param value: (str) Preprocessing model description

• :return:

• description: (str) Preprocessing model description

---

Snippet code

>>> from rackio_AI import RackioAI
>>> preprocessing = RackioAI.get(name='Preprocessing core', _type='Preprocessing')
>>> preprocessing.description
'preprocessing for data'

serialize(self)

Serialize preprocessing object

---

Parameters

None

:return:

• result: (dict) keys {"name", "description", "type"}

---

Snippet code

>>> from rackio_AI import RackioAI
>>> preprocessing = RackioAI.get(name='Preprocessing core', _type='Preprocessing')
>>> preprocessing.serialize()
{'name': 'Preprocessing core', 'description': 'preprocessing for data', 'type': 'regression'}

get_name(self)

Get preprocessing model name

---

Parameters

None

:return:

• name: (str) Preprocessing name

---

Snippet code

>>> from rackio_AI import RackioAI
>>> preprocessing = RackioAI.get(name='Preprocessing core', _type='Preprocessing')
>>> preprocessing.get_name()
'Preprocessing core'

class rackio_AI.preprocessing.Regression(name, description)

This class contains preproccesing action allowed for Regression problems

class rackio_AI.preprocessing.Classification(name, description)

This class contains preproccesing action allowed for Classification problems