Algorithms for College Admissions: What to Know

Based on what colleges claim in their CDSs, level of applicant’s interest is not as important on average as many other factors.

http://talk.qa.collegeconfidential.com/college-admissions/2131779-what-colleges-use-in-admissions-according-to-cds-listings.html

More important on average than level of interest as of early 2019:

HS GPA
HS course rigor
Standardized tests
Recommendations
Essay
Class rank
Character/personal
Extracurriculars
Particular talent
Interview

Less important on average than level of interest as of early 2019:

Volunteer work
Work experience
Legacy
First generation to college
Religion
Geographic residence
Race/ethnicity
State residency