Feature¶
- class niaarmts.feature.Feature(data: DataFrame)¶
Bases:
object
- get_categorical_features()¶
Returns a list of categorical features in the dataset.
- Returns:
A list of categorical feature names.
- get_datetime_features()¶
Returns a list of datetime features in the dataset.
- Returns:
A list of datetime feature names.
- get_feature_stats(feature_name: str)¶
Provides detailed statistics for a given feature.
- Parameters:
feature_name – The name of the feature to analyze.
- Returns:
A dictionary with statistics about the feature.
- get_feature_summary()¶
Provides a summary of features in the dataset, categorized by type.
- Returns:
A dictionary with feature summaries.
- get_numerical_features()¶
Returns a list of numerical features in the dataset.
- Returns:
A list of numerical feature names.