abacusai.eda_leakage_detection
Module Contents
Classes
Eda Leakage Detection, contained the duplicates in the base version, Comparison version, Deletions between the base and comparison and feature transformations between the base and comparison data. |
- class abacusai.eda_leakage_detection.EdaLeakageDetection(client, columnNames=None, primaryKeys=None, transformationColumnNames=None, baseDuplicates={}, compareDuplicates={}, deletions={}, transformations={})
Bases:
abacusai.return_class.AbstractApiClass
Eda Leakage Detection, contained the duplicates in the base version, Comparison version, Deletions between the base and comparison and feature transformations between the base and comparison data.
- Parameters:
client (ApiClient) – An authenticated API Client instance
columnNames (list) – Name of all the features in the data
primaryKeys (list) – Name of the primary keys in the data
transformationColumnNames (list) – Name of all the features that are not the primary keys
baseDuplicates (LeakageDuplication) – A LeakageDuplication describing the number of duplicates within the data
compareDuplicates (LeakageDuplication) – A LeakageDuplication describing the number of duplicates within the data
deletions (LeakageDuplication) – A LeakageDeletion describing the number of deletion between two versions in the data
transformations (LeakageTransformation) – A LeakageTransformation the number of changes that occured per feature in the data
- __repr__()
Return repr(self).