It is a very affectionate term used to express love, fondness, or deep affection for someone.
Breakdown:
* Moja - My (possessive pronoun)
* Kochana - Beloved (feminine form)
While "Kochana" is the feminine form, the phrase can be used for both male and female partners. In the case of a male partner, the feminine form would be "Kochany".