Squashing

class arm_preprocessing.squashing.Squash

Bases: object

Squash class.

squash(threshold, similarity)

Squash the dataset using the specified threshold and similarity.

Parameters:

• dataset (pd.DataFrame) – Dataset to squash.

• threshold (float) – Similarity threshold. Should be between 0 and 1.

• similarity (str) – Similarity measure (‘euclidean’, ‘cosine’).

Returns:

Squashed dataset.

Return type:

pd.DataFrame