Selection

Utility function to select data subset based on target, features and auxiliary data (e.g. Soil Taxonomy order)

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select_y

 select_y (data:tuple, low:float=0.12, high:float=999)

Select data based on the limit values of the target

	Type	Default	Details
data	tuple		(X, y, X_id, depth_order)
low	float	0.12	Lowest limit
high	float	999	Highest limit

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select_tax_order

 select_tax_order (data:tuple, tax_order:int=None)

Select data based on Soil Taxonomy order

	Type	Default	Details
data	tuple		(X, y, X_id, depth_order)
tax_order	int	None	Value between 0 and 12

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select_X

 select_X (data:tuple, low:int=0)

Select data based on the limit values (only low) of the features

	Type	Default	Details
data	tuple		(X, y, X_id, depth_order)
low	int	0	Lowest absorbance value

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get_y_by_order

 get_y_by_order (y, tax_order, tax_lookup)