How do I remove derogatory accounts off my credit score after they have been settled?

I have 3 derogatory accounts on my credit score. I have settled them. They were charge offs and I settled them through a collection agency. Is there any way to remove these accounts becasue I think they are absolutely killing my credit score. Also, they have not been reported as being settled yet. I just settled them a month a go. Does anyone know how long it usually takes for the collection agency to report these settlements? Please help.

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