(애정관게 incorrect)애정관계 means you are now in a state of love with each other.
Simply, bf and gf. It can be different meaning what kind of adjectives are on the front side.
e.g. 불안정한 애정관계 [unstable relationship], 긴밀한 애정관계 [close love affair] etc.
관심 has different meaning situation by situation, it can be simply interests which you really like to know about inforamtions. Similar to curiousity. For example, starting new exercising, reading books, etc.
Or it is interest about who you really like. Such as intriguing your interests like pop stars, celebrities.
호감 is different with 관심 you already interested in something or somebody and you really like that.
The antonym of 호감 is 반감. So basically 호감 is you have like, 반감 is dislike.
For easy understanding, 호감 is you are likely to close to something or somebody, stay with good state and get positive feedback to you. It could be peoples, things, religions, anything.