PreprocessorConfig
dataclass
¶
Configuration for data preprocessors.
Attributes:
| Name | Type | Description |
|---|---|---|
name |
Literal
|
Name of the preprocessor. |
categorical_name |
Literal
|
Name of the categorical encoding method. Valid options are "none", "numeric", "onehot", "ordinal", "ordinal_shuffled". Default is "none". |
append_original |
bool
|
Whether to append the original features to the transformed features. Default is False. |
subsample_features |
float
|
Fraction of features to subsample. -1 means no subsampling. Default is -1. |
global_transformer_name |
str
|
Name of the global transformer to use. Default is None. |