1. Navigate to Commerce > Ecommerce 
2. Hover over Initiative Name
3. Click Bookkeeping
4. Select Manage Initiative Records
5. Search for the purchaser > Click Edit
6. Click Delete Record from Initiative
7. Select the appropriate Reason
8. Type a description
9. Click Delete