you have missed the header section in the mail function, where we can mention the sender's email id
so add these lines to your code :
$headers = 'From: <sender's email id>' . "\r\n" .
'X-Mailer: PHP/' . phpversion();
and also mention this variable in the mail function as :
mail($MAIL_TO, $subject, $body, $headers);