LemonSwan paper: Learning Preference-Based Similarities from Face Images using Siamese Multi-Task CNNs

https://arxiv.org/pdf/2001.09371.pdf

PAPER: A Replication Study: Machine Learning Models
https://onlinedatingsoundbarrier.blogspot.com/2019/03/paper-replication-study-machine.html

Clues To Your Health Could Be Written All Over Your Face
http://onlinedatingsoundbarrier.blogspot.com.ar/2017/11/clues-to-your-health-could-be-written.html

Compare to:
His / Her face may be swollen due to subclinical hypothyroidism
http://onlinedatingsoundbarrier.blogspot.com.ar/2017/10/his-her-face-may-be-swollen-due-to.html 
* Normally cycling women versus women using hormonal contraceptive methods.
"Ovulatory cycle and changes in face width: How women can tell when other females are ovulating using clues in their face - and how they may then try to hide their partners from the 'threat' of these fertile ladies (Women's attractiveness changes with estradiol and progesterone across the ovulatory cycle)"
* Her face may be swollen by a pregnancy.
* His / Her face may be swollen due to subclinical hypothyroidism.
* Persons with facial surgery or even worse Photoshopped / altered / retouched images (nose, lips, eyebrows) can introduce bias in the algorithm.

about article "Bot Selects Tinder Dates For You"
https://onlinedatingsoundbarrier.blogspot.com/2015/02/about-article-bot-selects-tinder-dates.html

 
innovativen LemonSwan® Prinzip ? It is only Rubbish, HOAX, FRAUD
http://onlinedatingsoundbarrier.blogspot.com/2018/01/innovativen-lemonswan-prinzip-it-is.html


LemonSwan Interviews
http://onlinedatingsoundbarrier.blogspot.com/2017/07/lemonswan-interviews.html

What is important in attracting people to one another may not be important in making couples happy. The key to long-lasting romance: COMPATIBILITY is exactly STRICT PERSONALITY SIMILARITY and not "meet other people with similar interests or political views". 

Online Dating sites have very big databases, in the range of 20,000,000 (twenty million) profiles, so the Big Five normative model or the HEXACO normative model are not enough for predictive purposes. That is why I suggest the normative 16PF6 test instead and another method to calculate similarity.

High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
 
Without offering the NORMATIVE 16PF6 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry.