chemotools.feature_selection

Feature selection methods to identify the most chemically relevant wavelengths or variables for your models.

Import from this module:

from chemotools.feature_selection import (
    IndexSelector,
    RangeCut,
    SRSelector,
    VIPSelector,
)

Available Classes

Class	Description
IndexSelector	Select features by specific indices
RangeCut	Select features within a specified range
SRSelector	Selectivity ratio based feature selection
VIPSelector	Variable importance in projection (VIP) selector

See Also

Feature Selection Methods Overview - Complete documentation with examples and visual guides