How to reset Whatsapp incorrect badge unread on Samsung Android Device with TouchWiz lanucher

Whatsapp does not keep the badge number, it is the device's os functionality.
For Samsung Android device with TouchWiz launcher
Go to settings --> application manager --> all
select BadgeProvider
Click Clear Data
Click Force Stop
Restart your device