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Thread: Pick the best models on a Latvian casting site (choose 25)

  1. #31
    Veteran Member IrisSelene's Avatar
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    Quote Originally Posted by Komintasavalta View Post
    I generated the images and data in this thread by running shell commands like this:





    I guess you're part of our crew now. It makes sense because I know that you and me and Nurzat have low upper eyelid exposure, and probably travv to.

    Alenka is not really part of either cluster, even though she has the highest and lowest relatedness score with someone from our cluster:

    0.4000 - Alenka - Komintasavalta
    0.3556 - Alenka - Dorian
    0.2667 - Alenka - IrisSelene
    0.2564 - Alenka - Salty Ears
    0.2500 - Alenka - RatCat
    0.2222 - Alenka - travv
    0.2222 - Alenka - XenophobicPrussian
    0.1622 - Alenka - Nurzat
    Yeah i definitely prefer lower eyelid exposure, there are some exceptions if they have a beautiful eye shape, or very noticeable epicanthic fold, but yeah.

    Jennifer Lawrence is a good example of eyes that i think are beautiful.

    And i do think short noses are cuter, and i prefer wider eye distance, so naturally wider nose roots and low bridge.

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  2. #32
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    Quote Originally Posted by Komintasavalta View Post
    Here's the morphs of the last two voters:



    Here's also your relative valuation of traits:

    - Salty Ears: Lowest upper eyelid exposure (0.1487), Most concave nose (0.0393), Widest nose (0.0306), Least protruding chin (0.0050), Most upturned nose (-0.0539), Thickest lips (-0.0647), Highest prognathism (-0.0746), Most prominent cheekbones (-0.0896), Least protruding eyeballs (-0.1194), Lowest nasal bridge (-0.1335), Shortest chin (-0.1550), Lightest eye color (-0.1692), Least prominent lines of lower eyelids (-0.1849), Most round face shape (-0.2139), Biggest facial skeleton (-0.2346), Widest nasal root (-0.2545), Lightest hair color (-0.2574), Most oily skin (-0.2773), Most evenly distributed soft tissue of cheeks (-0.3519).
    - IrisSelene: Lowest nasal bridge (0.2412), Most round face shape (0.1861), Most evenly distributed soft tissue of cheeks (0.1260), Lowest upper eyelid exposure (0.1256), Widest nasal root (0.0907), Least protruding eyeballs (0.0806), Most upturned nose (0.0408), Most oily skin (0.0406), Least prominent lines of lower eyelids (0.0004), Lightest eye color (-0.0092), Most concave nose (-0.0239), Widest nose (-0.0346), Least protruding chin (-0.0750), Biggest facial skeleton (-0.0894), Most prominent cheekbones (-0.0896), Shortest chin (-0.0898), Lightest hair color (-0.0995), Thickest lips (-0.1447), Highest prognathism (-0.1946).

    Mr. Salty Ears values most traits less than average, but at least he values low upper eyelid exposure the most above average.

    IrisSelene has the highest relative valuation for lowness of the nasal bridge but the lowest relative valuation for prognathism.

    ---

    I also calculated the number of shared picks by each pair of voters, divided by the average number of their total picks. For example Nurzat had 17 picks and travv had 25 picks, and they had 11 shared picks, so their relatedness number was 11/((17+25)/2), or about .524. I excluded voters who had 9 or fewer total picks.

    I was surprised that Nurzat and IrisSelene had higher relatedness with travv than I did.

    Anyway, IrisSelene, me, Nurzat, and travv form one cluster. Dorian, RatCat, and XenophobicPrussian form an opposite cluster. Salty Ears is an isolate who doesn't have high relatedness with anyone.

    .560 - Dorian - XenophobicPrussian
    .533 - Dorian - RatCat
    .524 - Nurzat - travv
    .489 - RatCat - XenophobicPrussian
    .480 - IrisSelene - travv
    .476 - IrisSelene - Nurzat
    .440 - travv - XenophobicPrussian
    .440 - Komintasavalta - travv
    .400 - IrisSelene - Komintasavalta
    .360 - Dorian - travv
    .356 - RatCat - travv
    .356 - IrisSelene - RatCat
    .333 - Komintasavalta - Nurzat
    .320 - Dorian - IrisSelene
    .318 - Dorian - Salty Ears
    .308 - RatCat - Salty Ears
    .280 - IrisSelene - XenophobicPrussian
    .273 - Salty Ears - travv
    .273 - Salty Ears - XenophobicPrussian
    .273 - IrisSelene - Salty Ears
    .240 - Dorian - Komintasavalta
    .190 - Nurzat - XenophobicPrussian
    .190 - Dorian - Nurzat
    .160 - Komintasavalta - XenophobicPrussian
    .133 - Komintasavalta - RatCat
    .111 - Nurzat - Salty Ears
    .108 - Nurzat - RatCat
    .091 - Komintasavalta - Salty Ears
    Interesting. So do you have an opinion why certain members cluster together?
    50,39% Circassian + 49,61% Greek_Pontus @ 2,738
    52,8% Turkish_Trabzon + 47,2% Ossetian @ 3.09

    1 50% Greek_Pontus + 50% Circassian @ 2,733
    2 50% Turk_East_Black_Sea + 50% Circassian @ 3,251

  3. #33
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    this was fun, wanna do it again lol
    Classify Me !

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    Please vote here ---------------------------------------------------> https://www.theapricity.com/forum/sh...e-would-I-pass

  4. #34
    Veteran Member IrisSelene's Avatar
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    doble for some reason
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  5. #35
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    4, 15, 16, 24, 26, 30, 31, 38, 61, 78
    Quote Originally Posted by Mortimer View Post
    cooch is overrated, it smells like fish, doesnt look particulary aesthetic and excretes liquids

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    2, 5, 15, 19, 20, 21, 22, 26, 35, 36, 38, 41, 42, 46, 48, 61, 64, 66, 69, 71, 76, 78, 81, 94, 98
    I ride the subway, read the signs
    I let the seasons change my mind

  7. #37
    Junior Member Sandis's Avatar
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    2 5 13 14 19 21 26 30 31 32 36 38 39 41 42 51 61 64 69 71 73 76 94 98 99


  8. #38
    . . . Nurzat's Avatar
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    Quote Originally Posted by Komintasavalta View Post
    - Nurzat: Most round face shape (0.48), Widest nose (0.36), Lowest upper eyelid exposure (0.36), Most concave nose (0.28), Lowest nasal bridge (0.28), Widest nasal root (0.27), Most prominent cheekbones (0.26), Most upturned nose (0.22), Most evenly distributed soft tissue of cheeks (0.22), Least prominent lines of lower eyelids (0.15), Biggest facial skeleton (0.14), Least protruding eyeballs (0.13), Shortest chin (0.10), Most oily skin (0.10), Thickest lips (0.09), Highest prognathism (0.07), Least protruding chin (0.06), Lightest hair color (-0.08), Lightest eye color (-0.13)
    that is awesome! how science helps us understand our taste. great job!

  9. #39
    Senior Member Komintasavalta's Avatar
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    Relatedness scores

    Here's an updated list of relatedness scores. I only included users with 10 or more picks. Sandis and Spaniard 2.0 fell into the wog cluster that has high relatedness scores with RatCat, XenophobicPrussian, and Dorian. All five members of the wog cluster have the two lowest relatedness scores with me and Nurzat.

    Alenka: .40 Komintasavalta, .36 Sandis, .36 Dorian, .27 Spaniard 2.0, .27 IrisSelene, .26 Salty Ears, .25 RatCat, .22 travv, .22 XenophobicPrussian, .16 Nurzat, .13 stellan
    Dorian: .56 XenophobicPrussian, .53 RatCat, .52 Spaniard 2.0, .52 Sandis, .36 travv, .36 Alenka, .34 stellan, .32 IrisSelene, .32 Salty Ears, .24 Komintasavalta, .19 Nurzat
    IrisSelene: .48 travv, .48 Nurzat, .40 stellan, .40 Komintasavalta, .36 RatCat, .32 Sandis, .32 Dorian, .28 XenophobicPrussian, .28 Spaniard 2.0, .27 Salty Ears, .27 Alenka
    Komintasavalta: .44 travv, .40 IrisSelene, .40 Alenka, .33 Nurzat, .24 Dorian, .23 stellan, .16 XenophobicPrussian, .16 Spaniard 2.0, .16 Sandis, .13 RatCat, .09 Salty Ears
    Nurzat: .52 travv, .48 IrisSelene, .37 stellan, .33 Komintasavalta, .19 XenophobicPrussian, .19 Dorian, .16 Alenka, .11 Salty Ears, .11 RatCat, .10 Spaniard 2.0, .05 Sandis
    RatCat: .62 Sandis, .58 Spaniard 2.0, .53 Dorian, .49 XenophobicPrussian, .40 stellan, .36 travv, .36 IrisSelene, .31 Salty Ears, .25 Alenka, .13 Komintasavalta, .11 Nurzat
    Salty Ears: .36 Sandis, .32 Dorian, .31 RatCat, .27 travv, .27 XenophobicPrussian, .27 Spaniard 2.0, .27 IrisSelene, .26 Alenka, .11 Nurzat, .09 Komintasavalta, .07 stellan
    Sandis: .64 Spaniard 2.0, .62 RatCat, .52 Dorian, .40 XenophobicPrussian, .36 Salty Ears, .36 Alenka, .32 IrisSelene, .29 stellan, .24 travv, .16 Komintasavalta, .05 Nurzat
    Spaniard 2.0: .64 Sandis, .58 RatCat, .52 Dorian, .40 XenophobicPrussian, .29 stellan, .28 travv, .28 IrisSelene, .27 Salty Ears, .27 Alenka, .16 Komintasavalta, .10 Nurzat
    stellan: .40 RatCat, .40 IrisSelene, .37 Nurzat, .34 travv, .34 XenophobicPrussian, .34 Dorian, .29 Spaniard 2.0, .29 Sandis, .23 Komintasavalta, .13 Alenka, .07 Salty Ears
    travv: .52 Nurzat, .48 IrisSelene, .44 XenophobicPrussian, .44 Komintasavalta, .36 Dorian, .36 RatCat, .34 stellan, .28 Spaniard 2.0, .27 Salty Ears, .24 Sandis, .22 Alenka
    XenophobicPrussian: .56 Dorian, .49 RatCat, .44 travv, .40 Spaniard 2.0, .40 Sandis, .34 stellan, .28 IrisSelene, .27 Salty Ears, .22 Alenka, .19 Nurzat, .16 Komintasavalta

    Sandis and Spaniard 2.0 had the highest relatedness score (.64 = 16/((25+25)/2))). Both had 25 picks, and they shared 16 picks.

    Nurzat and Sandis had the lowest relatedness score (.05 ≈ 1/((17+25)/2))). Nurzat had 17 picks, Sandis had 25 picks, and they shared only 1 pick.

    Valuation of traits

    I calculated the scores below by first classifying each of the 100 models based on 19 traits, so that for example in the case of the height of the nasal bridge, I picked 25 models who I estimated to have the lowest nasal bridge and 25 models who I estimated to have the highest nasal bridge.

    The table below shows how many times models in each trait category were picked by voters in this thread. In the first column, the fourth column is subtracted from the second column.

    Picks difference Picks Trait Picks Trait
    54 97 Most evenly distributed soft tissue of cheeks 43 Most unevenly distributed soft tissue of cheeks
    50 91 Most round face shape 41 Most elongated face shape
    49 82 Most concave nose 33 Most convex nose
    48 96 Lowest nasal bridge 48 Highest nasal bridge
    48 84 Lightest eye color 36 Darkest eye color
    32 85 Biggest facial skeleton 53 Smallest facial skeleton
    32 67 Most upturned nose 35 Most downturned nose
    25 69 Least protruding eyeballs 44 Most protruding eyeballs
    24 68 Highest prognathism 44 Lowest prognathism
    22 74 Lightest hair color 52 Darkest hair color
    21 81 Shortest chin 60 Longest chin
    19 73 Most prominent cheekbones 54 Least prominent cheekbones
    16 79 Least prominent lines of lower eyelids 63 Most prominent lines of lower eyelids
    15 75 Most oily skin 60 Least oily skin
    15 72 Thickest lips 57 Thinnest lips
    14 78 Widest nasal root 64 Narrowest nasal root
    12 82 Lowest upper eyelid exposure 70 Highest upper eyelid exposure
    11 69 Widest nose 58 Narrowest nose
    7 72 Least protruding chin 65 Most protruding chin

    Valuation scores

    A valuation score (ranging from -1.0 to 1.0) indicates how much a voter values a specific facial trait.

    If every model in a voter's top picks was among the 25 models who I selected as having the lowest nasal bridge, then the voter's valuation score for the lowness of the nasal bridge is 1.

    If a voter picked 25 models, 5 of which were among the models who I selected as having the lowest nasal bridge, and 10 of which were among the models who I selected as having the highest nasal bridge, then the voter's valuation score for the lowness of the nasal bridge is -.2, from (5-10)/25.

    Alenka Dorian IrisSelene Komintasavalta Nurzat RatCat Salty Ears Sandis Spaniard 2.0 stellan travv XenophobicPrussian
    Most round face shape .35 .00 .40 .32 .65 -.05 .00 .00 -.12 .20 .48 .08
    Biggest facial skeleton .00 -.04 .04 .36 .29 .05 -.11 .16 -.04 .20 .40 -.04
    Most prominent cheekbones -.05 -.12 .00 .28 .35 .05 .00 .12 -.08 .30 .32 -.04
    Lowest upper eyelid exposure .00 -.04 .24 .40 .41 -.30 .26 -.12 -.24 -.20 .40 -.16
    Least protruding eyeballs .25 -.12 .20 .36 .24 -.10 .00 -.04 -.20 .20 .40 -.08
    Least prominent lines of lower eyelids .00 -.04 .08 .48 .24 -.25 -.11 -.32 -.20 .30 .32 -.16
    Widest nasal root -.05 .08 .24 .08 .41 .05 -.11 -.24 -.32 .10 .16 .16
    Lowest nasal bridge .20 .04 .48 .32 .47 -.05 .11 -.08 -.08 .00 .48 .12
    Most upturned nose .00 .00 .20 .24 .35 -.10 .11 -.08 .00 -.10 .32 .24
    Most concave nose .15 .16 .20 .12 .47 .10 .26 .12 .12 .00 .40 .20
    Widest nose .00 .20 .04 .00 .41 .05 .11 -.16 .08 .00 .20 -.04
    Highest prognathism .05 .04 -.12 .20 .18 .05 .00 .28 .04 .10 .12 .12
    Thickest lips .15 .04 -.08 .24 .18 -.05 .00 -.12 -.08 .10 .04 .08
    Shortest chin .60 .00 -.04 .32 .18 -.25 -.11 -.08 -.08 -.10 .04 .08
    Least protruding chin .55 .00 -.08 .36 .06 -.25 .00 -.08 -.08 .00 -.16 .00
    Most evenly distributed soft tissue of cheeks .30 -.04 .32 .56 .41 -.10 -.16 .12 .08 .40 .44 -.12
    Most oily skin -.15 -.08 .16 .24 .24 .15 -.16 -.12 -.12 .20 .40 .04
    Lightest eye color .05 .08 .16 .12 .06 .10 .00 .16 .28 .30 .24 .28
    Lightest hair color -.05 .12 .00 .24 .06 .25 -.16 .00 .20 -.10 .28 .08

    Here are the current average valuation scores:

    0.19 Most concave nose
    0.19 Most evenly distributed soft tissue of cheeks
    0.17 Lowest nasal bridge
    0.17 Lightest eye color
    0.16 Most round face shape
    0.11 Biggest facial skeleton
    0.10 Most upturned nose
    0.09 Least protruding eyeballs
    0.09 Highest prognathism
    0.08 Lightest hair color
    0.07 Most prominent cheekbones
    0.06 Most oily skin
    0.06 Shortest chin
    0.05 Widest nasal root
    0.05 Thickest lips
    0.04 Widest nose
    0.03 Lowest upper eyelid exposure
    0.02 Least prominent lines of lower eyelids
    0.02 Least protruding chin

    On the list above, a higher score means a better predictor of attractiveness, and since the score of all traits is positive, the traits are on average positive predictors of attractiveness (as measured by the number of votes in this thread).

    At first when half of the votes had been cast by travv and me, "Lowest upper eyelid exposure" and "Least prominent lines of lower eyelids" were among the best predictors of attractiveness, but now they're close to the bottom of the list above. Both of the traits had a negative valuation score in the case of Dorian, RatCat, Sandis, Spaniard 2.0, and XenophobicPrussian. Also the prominence of the cheekbones ranks surprisingly low on the list above.

    Here are also relative valuation scores, which show how much a voter values a trait relative to other voters. They are calculated by subtracting the average valuation score from the absolute valuation score.

    Alenka Dorian IrisSelene Komintasavalta Nurzat RatCat Salty Ears Sandis Spaniard 2.0 stellan travv XenophobicPrussian
    Most round face shape .19 -.16 .24 .16 .49 -.21 -.16 -.16 -.28 .04 .32 -.08
    Biggest facial skeleton -.11 -.15 -.07 .25 .18 -.06 -.22 .05 -.15 .09 .29 -.15
    Most prominent cheekbones -.12 -.19 -.07 .21 .28 -.02 -.07 .05 -.15 .23 .25 -.11
    Lowest upper eyelid exposure -.03 -.07 .21 .37 .38 -.33 .23 -.15 -.27 -.23 .37 -.19
    Least protruding eyeballs .16 -.21 .11 .27 .15 -.19 -.09 -.13 -.29 .11 .31 -.17
    Least prominent lines of lower eyelids -.02 -.06 .06 .46 .21 -.27 -.13 -.34 -.22 .28 .30 -.18
    Widest nasal root -.10 .03 .19 .03 .36 -.00 -.16 -.29 -.37 .05 .11 .11
    Lowest nasal bridge .03 -.13 .31 .15 .30 -.22 -.07 -.25 -.25 -.17 .31 -.05
    Most upturned nose -.10 -.10 .10 .14 .25 -.20 .00 -.18 -.10 -.20 .22 .14
    Most concave nose -.04 -.03 .01 -.07 .28 -.09 .07 -.07 -.07 -.19 .21 .01
    Widest nose -.04 .16 .00 -.04 .38 .01 .07 -.20 .04 -.04 .16 -.08
    Highest prognathism -.04 -.05 -.21 .11 .09 -.04 -.09 .19 -.05 .01 .03 .03
    Thickest lips .10 -.01 -.13 .19 .13 -.10 -.05 -.17 -.13 .05 -.01 .03
    Shortest chin .54 -.06 -.10 .26 .12 -.31 -.16 -.14 -.14 -.16 -.02 .02
    Least protruding chin .53 -.02 -.10 .34 .04 -.27 -.02 -.10 -.10 -.02 -.18 -.02
    Most evenly distributed soft tissue of cheeks .11 -.23 .13 .37 .22 -.29 -.35 -.07 -.11 .21 .25 -.31
    Most oily skin -.21 -.14 .10 .18 .18 .09 -.22 -.18 -.18 .14 .34 -.02
    Lightest eye color -.12 -.09 -.01 -.05 -.11 -.07 -.17 -.01 .11 .13 .07 .11
    Lightest hair color -.13 .04 -.08 .16 -.03 .17 -.24 -.08 .12 -.18 .20 -.00

    Explanation of trait groups

    In the group of the 25 models with darkest eye color, I included all models who clearly had brown eyes, and also models who I estimated to be the most likely to have hazel or brown eyes. The photos were so low-quality that it was difficult to classify eye color accurately. For the group of models with lightest eye color, I included models who seemed most likely to have blue eyes that were not gray or blue-green (even though compared to medium blue or dark blue eyes, I think gray eyes look like they have a higher lightness value on an HSL scale).

    The trait "Most evenly distributed soft tissue of cheeks" is fairly subjective, and I might have been biased in my assessment of it. What I mean by "evenly distributed" soft tissue of the cheeks is when the soft tissue is firm, its shape looks circular or like it follows the facial skeleton, and the nasolabial folds look like sharp lines or like they have proportional shape. By "unevenly distributed" soft tissue of the cheeks, I mean that the soft tissue is unfirm, there are elliptical accumulations of soft tissue over the cheeks, or the nasolabial folds have disproportional shape, or the nasolabial folds have an unusual wavy shape. People with evenly distributed soft tissue of the cheeks often also have large cheekbones.



    I think the non-protrudingness of the chin ended up being a poor predictor of attractiveness because both a long protruding chin looks unattractive, but also the kind of recessed chin that is associated with a small mandible looks unattractive. Out of the 25 models who I estimated to have the least protruding chin, I think these ones have good shape of the chin and mandible, because they have an overall large facial skeleton with prominent cheekbones:



    But then these ones have bad shape of the chin and mandible, because they have an overall underdeveloped facial skeleton:



    New morphs by each voter

    I excluded Feiichy who only picked one option.

    Me, travv, Nurzat, and Alenka have picks with more prominent cheekbones. XenophobicPrussian, Insuperable, RatCat, and gixajo have picks with a more elongated face shape.

    Me, travv, Nurzat, and IrisSelene have picks with non-prominent eyelids. Insuperable, Celestia, RatCat, gixajo, Spaniard 2.0, and stellan have picks with more prominent eyelids.

    Last edited by Komintasavalta; 11-22-2020 at 08:25 AM.

  10. #40
    Veteran Member IrisSelene's Avatar
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    Quote Originally Posted by Komintasavalta View Post
    Relatedness scores

    Here's an updated list of relatedness scores. I only included users with 10 or more picks. Sandis and Spaniard 2.0 fell into the wog cluster that has high relatedness scores with RatCat, XenophobicPrussian, and Dorian. All five members of the wog cluster have the two lowest and second lowest relatedness scores with me and Nurzat.

    Alenka: .40 Komintasavalta, .36 Sandis, .36 Dorian, .27 Spaniard 2.0, .27 IrisSelene, .26 Salty Ears, .25 RatCat, .22 travv, .22 XenophobicPrussian, .16 Nurzat, .13 stellan
    Dorian: .56 XenophobicPrussian, .53 RatCat, .52 Spaniard 2.0, .52 Sandis, .36 travv, .36 Alenka, .34 stellan, .32 IrisSelene, .32 Salty Ears, .24 Komintasavalta, .19 Nurzat
    IrisSelene: .48 travv, .48 Nurzat, .40 stellan, .40 Komintasavalta, .36 RatCat, .32 Sandis, .32 Dorian, .28 XenophobicPrussian, .28 Spaniard 2.0, .27 Salty Ears, .27 Alenka
    Komintasavalta: .44 travv, .40 IrisSelene, .40 Alenka, .33 Nurzat, .24 Dorian, .23 stellan, .16 XenophobicPrussian, .16 Spaniard 2.0, .16 Sandis, .13 RatCat, .09 Salty Ears
    Nurzat: .52 travv, .48 IrisSelene, .37 stellan, .33 Komintasavalta, .19 XenophobicPrussian, .19 Dorian, .16 Alenka, .11 Salty Ears, .11 RatCat, .10 Spaniard 2.0, .05 Sandis
    RatCat: .62 Sandis, .58 Spaniard 2.0, .53 Dorian, .49 XenophobicPrussian, .40 stellan, .36 travv, .36 IrisSelene, .31 Salty Ears, .25 Alenka, .13 Komintasavalta, .11 Nurzat
    Salty Ears: .36 Sandis, .32 Dorian, .31 RatCat, .27 travv, .27 XenophobicPrussian, .27 Spaniard 2.0, .27 IrisSelene, .26 Alenka, .11 Nurzat, .09 Komintasavalta, .07 stellan
    Sandis: .64 Spaniard 2.0, .62 RatCat, .52 Dorian, .40 XenophobicPrussian, .36 Salty Ears, .36 Alenka, .32 IrisSelene, .29 stellan, .24 travv, .16 Komintasavalta, .05 Nurzat
    Spaniard 2.0: .64 Sandis, .58 RatCat, .52 Dorian, .40 XenophobicPrussian, .29 stellan, .28 travv, .28 IrisSelene, .27 Salty Ears, .27 Alenka, .16 Komintasavalta, .10 Nurzat
    stellan: .40 RatCat, .40 IrisSelene, .37 Nurzat, .34 travv, .34 XenophobicPrussian, .34 Dorian, .29 Spaniard 2.0, .29 Sandis, .23 Komintasavalta, .13 Alenka, .07 Salty Ears
    travv: .52 Nurzat, .48 IrisSelene, .44 XenophobicPrussian, .44 Komintasavalta, .36 Dorian, .36 RatCat, .34 stellan, .28 Spaniard 2.0, .27 Salty Ears, .24 Sandis, .22 Alenka
    XenophobicPrussian: .56 Dorian, .49 RatCat, .44 travv, .40 Spaniard 2.0, .40 Sandis, .34 stellan, .28 IrisSelene, .27 Salty Ears, .22 Alenka, .19 Nurzat, .16 Komintasavalta

    Sandis and Spaniard 2.0 had the highest relatedness score (.64 = 16/((25+25)/2))). Both had 25 picks, and they shared 16 picks.

    Nurzat and Sandis had the lowest relatedness score (.05 = 1/((17+25)/2))). Nurzat had 17 picks, Sandis had 25 picks, and they shared only 1 pick.

    Valuation of traits

    I calculated the scores below by first classifying each of the 100 models based on 19 traits, so that for example in the case of the height of the nasal bridge, I picked 25 models who I estimated to have the lowest nasal bridge and 25 models who I estimated to have the highest nasal bridge.

    The table below shows how many times models in each trait category were picked. In the first column, the fourth column is subtracted from the second column.

    Picks difference Picks Trait Picks Trait
    54 97 Most evenly distributed soft tissue of cheeks 43 Most unevenly distributed soft tissue of cheeks
    50 91 Most round face shape 41 Most elongated face shape
    49 82 Most concave nose 33 Most convex nose
    48 96 Lowest nasal bridge 48 Highest nasal bridge
    48 84 Lightest eye color 36 Darkest eye color
    32 85 Biggest facial skeleton 53 Smallest facial skeleton
    32 67 Most upturned nose 35 Most downturned nose
    25 69 Least protruding eyeballs 44 Most protruding eyeballs
    24 68 Highest prognathism 44 Lowest prognathism
    22 74 Lightest hair color 52 Darkest hair color
    21 81 Shortest chin 60 Longest chin
    19 73 Most prominent cheekbones 54 Least prominent cheekbones
    16 79 Least prominent lines of lower eyelids 63 Most prominent lines of lower eyelids
    15 75 Most oily skin 60 Least oily skin
    15 72 Thickest lips 57 Thinnest lips
    14 78 Widest nasal root 64 Narrowest nasal root
    12 82 Lowest upper eyelid exposure 70 Highest upper eyelid exposure
    11 69 Widest nose 58 Narrowest nose
    7 72 Least protruding chin 65 Most protruding chin

    Valuation scores

    If every model in a voter's top picks was among the 25 models who I selected as having the lowest nasal bridge, then the voter's valuation score for the lowness of the nasal bridge becomes 1.

    If a voter picked 25 models, 5 of which were among the models who I selected as having the lowest nasal bridge, and 10 of which were among the models who I selected as having the highest nasal bridge, then the voter's valuation score for the lowness of the nasal bridge becomes (5-10)/25=-.2.

    Alenka Dorian IrisSelene Komintasavalta Nurzat RatCat Salty Ears Sandis Spaniard 2.0 stellan travv XenophobicPrussian
    Most round face shape .35 .00 .40 .32 .65 -.05 .00 .00 -.12 .20 .48 .08
    Biggest facial skeleton .00 -.04 .04 .36 .29 .05 -.11 .16 -.04 .20 .40 -.04
    Most prominent cheekbones -.05 -.12 .00 .28 .35 .05 .00 .12 -.08 .30 .32 -.04
    Lowest upper eyelid exposure .00 -.04 .24 .40 .41 -.30 .26 -.12 -.24 -.20 .40 -.16
    Least protruding eyeballs .25 -.12 .20 .36 .24 -.10 .00 -.04 -.20 .20 .40 -.08
    Least prominent lines of lower eyelids .00 -.04 .08 .48 .24 -.25 -.11 -.32 -.20 .30 .32 -.16
    Widest nasal root -.05 .08 .24 .08 .41 .05 -.11 -.24 -.32 .10 .16 .16
    Lowest nasal bridge .20 .04 .48 .32 .47 -.05 .11 -.08 -.08 .00 .48 .12
    Most upturned nose .00 .00 .20 .24 .35 -.10 .11 -.08 .00 -.10 .32 .24
    Most concave nose .15 .16 .20 .12 .47 .10 .26 .12 .12 .00 .40 .20
    Widest nose .00 .20 .04 .00 .41 .05 .11 -.16 .08 .00 .20 -.04
    Highest prognathism .05 .04 -.12 .20 .18 .05 .00 .28 .04 .10 .12 .12
    Thickest lips .15 .04 -.08 .24 .18 -.05 .00 -.12 -.08 .10 .04 .08
    Shortest chin .60 .00 -.04 .32 .18 -.25 -.11 -.08 -.08 -.10 .04 .08
    Least protruding chin .55 .00 -.08 .36 .06 -.25 .00 -.08 -.08 .00 -.16 .00
    Most evenly distributed soft tissue of cheeks .30 -.04 .32 .56 .41 -.10 -.16 .12 .08 .40 .44 -.12
    Most oily skin -.15 -.08 .16 .24 .24 .15 -.16 -.12 -.12 .20 .40 .04
    Lightest eye color .05 .08 .16 .12 .06 .10 .00 .16 .28 .30 .24 .28
    Lightest hair color -.05 .12 .00 .24 .06 .25 -.16 .00 .20 -.10 .28 .08

    Here are the current average valuation scores:

    0.19 Most concave nose
    0.19 Most evenly distributed soft tissue of cheeks
    0.17 Lowest nasal bridge
    0.17 Lightest eye color
    0.16 Most round face shape
    0.11 Biggest facial skeleton
    0.10 Most upturned nose
    0.09 Least protruding eyeballs
    0.09 Highest prognathism
    0.08 Lightest hair color
    0.07 Most prominent cheekbones
    0.06 Most oily skin
    0.06 Shortest chin
    0.05 Widest nasal root
    0.05 Thickest lips
    0.04 Widest nose
    0.03 Lowest upper eyelid exposure
    0.02 Least prominent lines of lower eyelids
    0.02 Least protruding chin

    On the list above, a higher score means a better predictor of attractiveness, and since all scores are positive, they are on average positive predictors of attractiveness as measured by the number of votes in this thread.

    At first when half of the votes had been cast by travv and me, "Lowest upper eyelid exposure" and "Least prominent lines of lower eyelids" were near the top of the list, but now they're close to the bottom.

    Here are also relative valuation scores, which shows how much a voter values a trait relative to other voters. They are calculated by subtracting the average valuation score from the absolute valuation score.

    Alenka Dorian IrisSelene Komintasavalta Nurzat RatCat Salty Ears Sandis Spaniard 2.0 stellan travv XenophobicPrussian
    Most round face shape .19 -.16 .24 .16 .49 -.21 -.16 -.16 -.28 .04 .32 -.08
    Biggest facial skeleton -.11 -.15 -.07 .25 .18 -.06 -.22 .05 -.15 .09 .29 -.15
    Most prominent cheekbones -.12 -.19 -.07 .21 .28 -.02 -.07 .05 -.15 .23 .25 -.11
    Lowest upper eyelid exposure -.03 -.07 .21 .37 .38 -.33 .23 -.15 -.27 -.23 .37 -.19
    Least protruding eyeballs .16 -.21 .11 .27 .15 -.19 -.09 -.13 -.29 .11 .31 -.17
    Least prominent lines of lower eyelids -.02 -.06 .06 .46 .21 -.27 -.13 -.34 -.22 .28 .30 -.18
    Widest nasal root -.10 .03 .19 .03 .36 -.00 -.16 -.29 -.37 .05 .11 .11
    Lowest nasal bridge .03 -.13 .31 .15 .30 -.22 -.07 -.25 -.25 -.17 .31 -.05
    Most upturned nose -.10 -.10 .10 .14 .25 -.20 .00 -.18 -.10 -.20 .22 .14
    Most concave nose -.04 -.03 .01 -.07 .28 -.09 .07 -.07 -.07 -.19 .21 .01
    Widest nose -.04 .16 .00 -.04 .38 .01 .07 -.20 .04 -.04 .16 -.08
    Highest prognathism -.04 -.05 -.21 .11 .09 -.04 -.09 .19 -.05 .01 .03 .03
    Thickest lips .10 -.01 -.13 .19 .13 -.10 -.05 -.17 -.13 .05 -.01 .03
    Shortest chin .54 -.06 -.10 .26 .12 -.31 -.16 -.14 -.14 -.16 -.02 .02
    Least protruding chin .53 -.02 -.10 .34 .04 -.27 -.02 -.10 -.10 -.02 -.18 -.02
    Most evenly distributed soft tissue of cheeks .11 -.23 .13 .37 .22 -.29 -.35 -.07 -.11 .21 .25 -.31
    Most oily skin -.21 -.14 .10 .18 .18 .09 -.22 -.18 -.18 .14 .34 -.02
    Lightest eye color -.12 -.09 -.01 -.05 -.11 -.07 -.17 -.01 .11 .13 .07 .11
    Lightest hair color -.13 .04 -.08 .16 -.03 .17 -.24 -.08 .12 -.18 .20 -.00

    Explanation of trait groups

    In the group of the 25 models with darkest eye color, I included all models who clearly had brown eyes, and also models who I estimated to be the most likely to have hazel or brown eyes. The photos were so low-quality that it was difficult to classify eye color accurately. For the group of models with lightest eye color, I included models who seemed most likely to have blue eyes that were not gray or blue-green (even though compared to medium blue or dark blue eyes, I think gray eyes look like they have a higher lightness value on an HSL scale).

    The trait "Most evenly distributed soft tissue of cheeks" is fairly subjective, and I might have been biased in my assessment of it. What I mean by "evenly distributed" soft tissue of the cheeks is when the soft tissue is firm, its shape looks circular or like it follows the facial skeleton, and the nasolabial folds look like sharp lines or like they have proportional shape. By "unevenly distributed" soft tissue of the cheeks, I mean that the soft tissue is unfirm, there are elliptical accumulations of soft tissue over the cheeks, or the nasolabial folds have disproportional shape, or the nasolabial folds have an unusual wavy shape. People with evenly distributed soft tissue of the cheeks often also have large cheekbones.



    I think the non-protrudingness of the chin ended up being a poor predictor of attractiveness because both a long protruding chin looks unattractive, but also the kind of recessed chin that is associated with a small mandible looks unattractive. Out of the 25 models who I estimated to have the least protruding chin, I think these ones have good shape of the chin and mandible, because they have an overall large facial skeleton with prominent cheekbones:



    But then these ones have bad shape of the chin and mandible, because they have an overall underdeveloped facial skeleton:



    New morphs by each voter

    I excluded Feiichy who only picked one option.

    Me and travv and Nurzat and Aleenka have picks with more prominent cheekbones. XenophobicPrussian, Insuperable, RatCat, and gixajo have picks with a more elongated face shape.

    Me, travv, Nurzat, and IrisSelene have picks with non-prominent eyelids. Insuperable, Celestia, RatCat, gixajo, Spaniard 2.0, and stellan have picks with more prominent eyelids.

    i think my morph looks pretty good hhahah though more distance between the eyes and a bit more upturned eyes would have been ideal lol
    Classify Me !

    https://www.theapricity.com/forum/sh...y-or-phenotype

    Please vote here ---------------------------------------------------> https://www.theapricity.com/forum/sh...e-would-I-pass

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