44 lines
1.3 KiB
Python
44 lines
1.3 KiB
Python
|
"""
|
||
|
|
The :mod:`sklearn.feature_selection` module implements feature selection
|
||
|
|
algorithms. It currently includes univariate filter selection methods and the
|
||
|
|
recursive feature elimination algorithm.
|
||
|
|
"""
|
||
|
|
|
||
|
|
from .univariate_selection import chi2
|
||
|
|
from .univariate_selection import f_classif
|
||
|
|
from .univariate_selection import f_oneway
|
||
|
|
from .univariate_selection import f_regression
|
||
|
|
from .univariate_selection import SelectPercentile
|
||
|
|
from .univariate_selection import SelectKBest
|
||
|
|
from .univariate_selection import SelectFpr
|
||
|
|
from .univariate_selection import SelectFdr
|
||
|
|
from .univariate_selection import SelectFwe
|
||
|
|
from .univariate_selection import GenericUnivariateSelect
|
||
|
|
|
||
|
|
from .variance_threshold import VarianceThreshold
|
||
|
|
|
||
|
|
from .rfe import RFE
|
||
|
|
from .rfe import RFECV
|
||
|
|
|
||
|
|
from .from_model import SelectFromModel
|
||
|
|
|
||
|
|
from .mutual_info_ import mutual_info_regression, mutual_info_classif
|
||
|
|
|
||
|
|
|
||
|
|
__all__ = ['GenericUnivariateSelect',
|
||
|
|
'RFE',
|
||
|
|
'RFECV',
|
||
|
|
'SelectFdr',
|
||
|
|
'SelectFpr',
|
||
|
|
'SelectFwe',
|
||
|
|
'SelectKBest',
|
||
|
|
'SelectFromModel',
|
||
|
|
'SelectPercentile',
|
||
|
|
'VarianceThreshold',
|
||
|
|
'chi2',
|
||
|
|
'f_classif',
|
||
|
|
'f_oneway',
|
||
|
|
'f_regression',
|
||
|
|
'mutual_info_classif',
|
||
|
|
'mutual_info_regression']
|