Tag Coefficient Debug: NEW CLOTHING

Fold 0 - Understanding why coefficient -4025525 was selected

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Summary

Tag: NEW CLOTHING

Selected Coefficient: -4025525

Taxonomy Path: -1.1.13.8

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 5

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?
-40255254.000000-1.1.13.8-8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1))Yes
-34512734.000320-0.0.0.7-7.0.0.0 (-(7*79^3))No
-29332704.000320-0.0.75.5-5.75.0.0 (-(5*79^3 + 75*79^2))No
-19783974.000320-0.0.1.4-4.1.0.0 (-(4*79^3 + 6241))No
35324866.0000001.1.13.77.13.1.1 (7*79^3 + 13*79^2 + 79 + 1)Apparel & Accessories > Clothing > Clothing Tops > ShirtsNo

Products with this Tag

These are the training products that have the "NEW CLOTHING" tag (processing sequence 3540). 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
18112Light Blue Plaid Long Sleeve3532486Apparel & Accessories > Clothing > Clothing Tops > Shirtsnone7558011BLACKFRI2022
18120Prima Ankle 14 years picturesque-1978397SPRINGVIBE2047128Apparel & Accessories > Clothing > Pants > JeansBESTSELLERS
18110Pajama Party Robe Gold Combo-2933270KIMONOS1092255Apparel & Accessories > Clothing > Sleepwear & Loungewear > LoungewearBLACKFRI2022
18108Savannah Button Down Shirt Ivory-3451273SPRINGVIBE574252Apparel & Accessories > Clothing > Clothing Tops > BlousesBLACKFRI2022
18115Angel Tee Bunny-4025525SPRINGVIBE, SHORT SLEEVES0none
18116Angel Tee Black-4025525SPRINGVIBE, SHORT SLEEVES0none
18122Ziggy Stardust Bowie Golden Tee-4025525WOMEN'S CLOTHING, SPRINGVIBE0none