In order to change the posted post category one need to follow below mentioned steps:
1) Login into the wordpress admin section.
2) Click on Manage -> Posts.
3) Open the post for which one need to change the category.
4) Click on Edit button to change the category.
5) Select/deselect the check box/es from all categories section upon requirement.
6) Click on save.