Revert "IMPR: Drop params attribute and small improvements"
Revert "IMPR: Drop params attribute and small improvements"

This reverts commit 81e263e3eb00b8047b3446abe7b54948b6ad3824.
J535D165/recordlinkage,J535D165/recordlinkage