Hi there, InnoV.
Thanks for bringing your question forward here in the Community. I'd be glad to show you how to redo the categorization in your QuickBooks Desktop bank feed.
Instead of moving the transaction to the unrecognized section, you can go into the register and edit the categorization. Here's how:
1. Click the Banking tab in the top menu.
2. Select Use Register.
3. Choose the correct account and click OK.
4. Locate the transaction and select the Edit Transaction button at the top of the page.
5. Make any necessary changes and click Save when you're finished.
With these steps you'll be able to edit the transaction in question. Please feel free to reach back out if you have any other questions.