I have one dataset, and I would like to split this dataset into two segments - representing two different groups of people.
I have created two separate binary classifiers for these two groups.
What I would like to do is create a pipeline with the logic below:
One DataSet IN --> Preprocessing --> Segment Data Into Two Groups (A & B) DataSegment A --> Model A --> Predictions A DataSegment B --> Model B --> Predictions B Predictions A + Predictions B --> One Predictions Set OUT
Is this possible? If so would anyone be able to give me some advice on where to get started? I am familiar with a more normal pipeline setup e.g
One DataSet IN --> Preprocessing --> Model --> Predictions