Yahoo Mail – How to Filter Messages into a Certain Folder

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What I would do, is marking things that I know they're spam, and creating a filter for them to auto-delete them. It will decrease dramatically the number of emails even get to your spam folder.

• You can follow the same steps as here but select the trash instead of creating another folder.