Mix sugar substitute, water and lemon juice in medium saucepan. Bring to boil. Reduce heat to low; simmer 10 minutes. Stir in root beer concentrate.

Add equal amounts red, blue and yellow food coloring to make as brown as desired.

Refrigerate 2 hours or until chilled.

Pour into an ice cream maker. Freeze according to manufacturer's directions.