In a saucepan combine radishes, sugar, and water and stir over medium high heat until sugar dissolves. Bring to a rolling boil and add the package of pectin, stirring until dissolved.
Return to a rolling boil again and boil 1 more minute. Remove from heat and skim off foam. Stir in horseradish, pour into sterilized jars and seal.