src.utils.imput.removal_imputer

Classes

RemovalImputer(**kwargs)

class src.utils.imput.removal_imputer.RemovalImputer(**kwargs)

Author:

Alberto M. Esmoris Pena

Class to remove missing values.

__init__(**kwargs)

Initialize/instantiate a RemovalImputer

Parameters:

kwargs – The attributes for the RemovalImputer

impute(F, y=None)

The fundamental imputation logic defining the removal imputer.

See Imputer and imputer.Imputer.impute().

impute_pcloud(pcloud, fnames=None)

Overwrite the logic of Imputer.impute_pcloud() because RemovalImputer might need to remove points from the point cloud.

See Imputer.imput_pcloud().

find_target_mask(F)

Obtain a boolean mask that specifies whether a given point matches the target value (True) or not (False).

Parameters:

F – The matrix of point-wise features representing the point cloud.

Returns:

The