A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.
Compose previously used the terminology target_entity to refer to the target column. When Featuretools updated to change target_entity to target_dataframe_name, a corresponding change was made in Compose in PR #241.
I don't believe this change should have been made. In Compose the target_entity actually refers to the name of a column in a dataframe, not the name of a ft.Entity object. The current parameter name is confusing and should be changed to be more clear.
Suggestion: rename the target_dataframe_name parameter to target_dataframe_index.
Compose previously used the terminology
target_entityto refer to the target column. When Featuretools updated to changetarget_entitytotarget_dataframe_name, a corresponding change was made in Compose in PR #241.I don't believe this change should have been made. In Compose the
target_entityactually refers to the name of a column in a dataframe, not the name of aft.Entityobject. The current parameter name is confusing and should be changed to be more clear.Suggestion: rename the
target_dataframe_nameparameter totarget_dataframe_index.