There are several thing which makes your website spam score to increase.
Violation of content policy, or spam backlinks are considered two main reason to increase spam score.
First find out the backlinks with high spam and high risk factor and than disavow them, and wait few days, if the spam not descrese than check your website content.
I hopw this will work with your site.
