Same, same ...

Someone needs to come up with an explanation for each of these criteria. Like, what do they measure ?!

SVM (96/85): male (0%)
XGBoost Small: male (25%)
Tuned Random Forest (100/87): male (1%)
XGBoost Large (100/87): male (0%)
Stacked (100/89): male (0%)

SVM (96/85): male (0%)
XGBoost Small: female (78%)
Tuned Random Forest (100/87): male (0%)
XGBoost Large (100/87): male (0%)
Stacked (100/89): male (0%)

Serving androgyny on a platter silver plate

I did it and I got this:

SVM (96/85): male (0%)
XGBoost Small: male (47%)
Tuned Random Forest (100/87): male (1%)
XGBoost Large (100/87): male (0%)
Stacked (100/89): male (0%)

But IRL I think i sound super gay so I did it again and got this:

SVM (96/85): male (0%)
XGBoost Small: male (15%)
Tuned Random Forest (100/87): male (1%)
XGBoost Large (100/87): male (0%)
Stacked (100/89): male (0%)

Pretty much the same except a lower XG boost? What even is an XG boost.

SVM (96/85): female (0%)
XGBoost Small: female (53%)
Tuned Random Forest (100/87): male (46%)
XGBoost Large (100/87): male (2%)
Stacked (100/89): male (39%)

The article attached explains each one. I think the stacked output is the final score and it is a combination of the random forest, xboosts and the SVM which are three different separate models.

I don't know what the percentages mean though

Very weird. I used this clip of me singing Vision of Love and got this

SVM (96/85): male (0%)
XGBoost Small: male (17%)
Tuned Random Forest (100/87): male (0%)
XGBoost Large (100/87): male (0%)
Stacked (100/89): male (0%)

SVM (96/85): male (0%)
XGBoost Small: male (7%)
Tuned Random Forest (100/87): male (0%)
XGBoost Large (100/87): male (0%)
Stacked (100/89): male (0%)

I dont really know what the percentages mean but I do have a pretty deep voice.

SVM (96/85): male (0%)
XGBoost Small: male (10%)
Tuned Random Forest (100/87): male (4%)
XGBoost Large (100/87): male (0%)
Stacked (100/89): male (0%)

SVM (96/85): male (0%)
XGBoost Small: male (39%)
Tuned Random Forest (100/87): male (10%)
XGBoost Large (100/87): male (1%)
Stacked (100/89): male (0%)

idk what this means but okay

SVM (96/85): female (0%)
XGBoost Small: female (54%)
Tuned Random Forest (100/87): male (34%)
XGBoost Large (100/87): male (5%)
Stacked (100/89): male (39%)

I'm guessing this means I have a half male / half female voice? That's strange to me, considering I definitely don't think I have the stereotypical gay voice and I usually speak in the upper second octave / lower third octave.

EDIT: Mess at everyone but me getting male for every category.

SVM (96/85): male (0%)
XGBoost Small: male (3%)
Tuned Random Forest (100/87): male (4%)
XGBoost Large (100/87): male (0%)
Stacked (100/89): male (0%)


The slayage

SVM (96/85): male (0%)
XGBoost Small: male (13%)
Tuned Random Forest (100/87): male (0%)
XGBoost Large (100/87): male (0%)
Stacked (100/89): male (0%)

what

SVM (96/85): male (0%)
XGBoost Small: male (32%)
Tuned Random Forest (100/87): male (48%)
XGBoost Large (100/87): male (34%)
Stacked (100/89): male (0%)

I recorded "what should I record cause I have no clue honestly" and got this:
What?

This is the result of a very deep voice:
Interesting.

SVM (96/85): female (0%)
XGBoost Small: male (6%)
Tuned Random Forest (100/87): male (3%)
XGBoost Large (100/87): male (0%)
Stacked (100/89): male (39%)

I'm a cis male so I'm not entirely sure if this good or bad