Remove the strange scroll bar in eclipse after installing PyDev

To change the following scroll bar:

Go to Window -> Preferences->PyDev->Editor-> Overview Ruler Minimap

and select the "Show Vertical Scroll Bar" option and deselect the "Show Minimap"  option and save changes.