Fix Common Problems hasn't run again since you installed mcelog, but it's not particularly necessary in this case.
(Very) Bad Memory, Replace it. Once the ECC can no longer correct the errors, your BIOS will most likely simple halt the entire system out of the blue without any warning or notification.