Solutions for Labelling Training Data for Binary Classification Problems
Ofcourse not. Here is a simple possible solution.
Do unsupervised learning. If you do it good and efficiently you will only see these two groups in your data (binary classification). And your silhuette score will be high. Hence you can automatically than label these groups/clusters.