abacusai.eda_collinearity
Classes
Eda Collinearity of the latest version of the data between all the features. |
Module Contents
- class abacusai.eda_collinearity.EdaCollinearity(client, columnNames=None, collinearityMatrix=None, groupFeatureDict=None, collinearityGroups=None, columnNamesX=None)
Bases:
abacusai.return_class.AbstractApiClassEda Collinearity of the latest version of the data between all the features.
- Parameters:
client (ApiClient) – An authenticated API Client instance
columnNames (list) – Name of all the features in the y axis of the collinearity matrix
collinearityMatrix (dict) – A dict describing the collinearity between all the features
groupFeatureDict (dict) – A dict describing the index of the group from collinearity_groups a feature exists in
collinearityGroups (list) – Groups created based on a collinearity threshold of 0.7
columnNamesX (list) – Name of all the features in the x axis of the collinearity matrix
- column_names
- collinearity_matrix
- group_feature_dict
- collinearity_groups
- column_names_x
- deprecated_keys
- __repr__()