watex.methods.hydro.MXS.labelSimilarity#

MXS.labelSimilarity(func=None, categorize_k=False, default_func=False, **sm_kws)[source]#

Find label similarities

Parameters:

  • func (callable) – Function to specifically map the permeability coefficient column in the dataframe of serie. If not given, the default function can be enabled instead from param default_func.

  • string (bool,) – If set to “True”, categorized map from ‘k’ should be prefixed by “k”. However is string value is given , the prefix is changed according to this label.

  • default_ufunc (bool,) –

    Default function for mapping k is setting to True. Note that, this could probably not fitted your own data. So it is recommended to provide your own function for mapping ‘k’. However the default ‘k’ mapping is given as follow:

    • k0 {0}: k = 0

    • k1 {1}: 0 < k <= .01

    • k2 {2}: .01 < k <= .07

    • k3 {3}: k> .07

  • sm_kws (dict,) – Additional keyword arguments passed to find_similar_labels().