miceforest.ampute_data

miceforest.ampute_data(data, variables=None, perc=0.1, random_state=None)[source]

Ampute Data

Returns a copy of data with specified variables amputed.

Parameters

  • data (Pandas DataFrame) – The data to ampute

  • variables (None or list) – If None, are variables are amputed.

  • perc (double) – The percentage of the data to ampute.

random_state: None, int, or np.random.RandomState

The random state to use.

Returns

The amputed data

Return type

pandas DataFrame