Tag Coefficient Debug: DOG

Fold 2 - Understanding why coefficient -7289430 was selected

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Summary

Tag: DOG

Selected Coefficient: -7289430

Taxonomy Path: -2.2.26.20

Taxonomy Name:

Products with this tag: 11

Unique residual values tried: 7

Candidate Coefficients Tried

The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.

Candidate Value Total P-adic Loss Taxonomy Path P-adic Expansion Taxonomy Name Selected?
-72894308.000000-2.2.26.20-20.26.2.2 (-(20*71^3 + 26*71^2 + 2*71 + 2))Yes
57921818.0000031.1.13.1616.13.1.1 (16*71^3 + 13*71^2 + 71 + 1)No
29288938.0000061.1.13.88.13.1.1 (8*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsNo
09.00000000 (0)No
-292889310.000000-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))No
-377635110.000000-3.9.39.10-10.39.9.3 (-(10*71^3 + 39*71^2 + 9*71 + 3))No
-1465454710.000000-5.5.67.40-40.67.5.5 (-(40*71^3 + 67*71^2 + 5*71 + 5))No

Products with this Tag

These are the training products that have the "DOG" tag (processing sequence 158). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.

Product ID Title Residual Before Taxonomy Before Tags Already Processed Residual After Taxonomy After Tags Not Yet Processed
9364Airbrush Pet Portrait with Purple Design5792181DESIGN, BLACK, PURPLE13081611PUPPY
9363Airbrush Purple Pet Portrait Design5792181DESIGN, BLACK, PURPLE13081611PUPPY
4905Because People Are The Worst2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone10218323none
5511Airbrush Pet Splatter Portrait Design0DESIGN, BLACK, BLUE, YELLOW, ORANGE, SPLATTER7289430PUPPY
7205I LOVE MY DOG TRUCKER MESH CAP0BLACK, MESH, CAP7289430GRAY, ADJUSTABLE, EMBROIDERED
9362Airbrush Dog Portrait w/ Name Design-2928893DESIGN, BLACK4360537Apparel & Accessories > Clothing > Clothing Tops > SweatersPUPPY
5510Airbrush Pet Portrait With Rainbow Design-3776351DESIGN, BLACK, BLUE, PINK, PURPLE, RAINBOW, ORANGE3513079PUPPY
5509Airbrush Pet Portrait With Blue Design-7289430DESIGN, BLACK, BLUE0GRAY, PUPPY
9376Airbrush Memorial Pet Shirt Design-7289430DESIGN, BLACK, BLUE0none
9378Airbrush Pet w/ Wings Shirt Design-7289430DESIGN, BLACK, BLUE0none
9377Airbrush In Loving Memory Pet Shirt Design-14654547DESIGN, BLACK, BLUE, PINK, GREEN, NEON-7365117CAT