You will feel healthy English.

The healthier you eat, the stronger your body will be.

The sentence pattern "the+ comparative, The+ comparative" is used to mean "more" ... the more ... ". The adverb healthily is used to modify the verb eat, and the comparative degree must add more, while the comparative degree of strong directly adds er.