Tag Coefficient Debug: BRICKS

Fold 0 - Understanding why coefficient -5997681 was selected

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Summary

Tag: BRICKS

Selected Coefficient: -5997681

Taxonomy Path: -1.1.13.12

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 6

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?
-59976814.012660-1.1.13.12-12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1))Yes
-40255254.012660-1.1.13.8-8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1))No
-504034.025316-1.6.8-8.6.1 (-(8*79^2 + 6*79 + 1))No
05.00000000 (0)No
-155652945.012658-3.3.45.31-31.45.3.3 (-(31*79^3 + 45*79^2 + 3*79 + 3))No
-60984875.012658-3.13.29.12-12.29.13.3 (-(12*79^3 + 29*79^2 + 13*79 + 3))No

Products with this Tag

These are the training products that have the "BRICKS" tag (processing sequence 171). 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
5485Airbrush For The '99 and the 2000 Shirt Design0DESIGN5997681Apparel & Accessories > Clothing > Clothing Tops > Sweaters2000S, 90S, MILLENNIUM
5486Airbrush Millennium Tour With Bricks Shirt Design0DESIGN5997681Apparel & Accessories > Clothing > Clothing Tops > Sweaters2021, 90S
5395Airbrush 90's Green Boombox Shirt Design-50403DESIGN, NECKLACE5947278NEON GREEN
5437Airbrush Scorpio Szn Shirt Design-4025525DESIGN, GREEN1972156none
5382Airbrush Born in the 80s Shirt Design-5997681DESIGN, PINK090S, BABY, T-SHIRT, TEENS
5450Airbrush 90's Neon Boombox Shirt Design-6098487DESIGN, GOLD, NECKLACE, PINK-100806NEON GREEN
5159Airbrush Bubble Font Crop Top And Jogger Set-15565294PINK, JOGGERS, ORANGE, TANK TOP-95676132000S