Tag Coefficient Debug: FREE PEOPLEWE THE FREE

Fold 1 - Understanding why coefficient 574252 was selected

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Summary

Tag: FREE PEOPLEWE THE FREE

Selected Coefficient: 574252

Taxonomy Path: 1.1.13.1

Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses

Products with this tag: 10

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?
5742524.0006411.1.13.11.13.1.1 (493039 + 13*79^2 + 79 + 1)Apparel & Accessories > Clothing > Clothing Tops > BlousesYes
936954.0008011.1.1515.1.1 (15*79^2 + 79 + 1)Apparel & Accessories > Clothing > SkirtsNo
40317664.0008011.1.14.88.14.1.1 (8*79^3 + 14*79^2 + 79 + 1)Apparel & Accessories > Clothing > Shorts > Legging ShortsNo
562494.0008011.1.99.1.1 (9*79^2 + 79 + 1)Apparel & Accessories > Clothing > One-PiecesNo
250444.0008011.1.44.1.1 (4*79^2 + 79 + 1)Apparel & Accessories > Clothing > DressesNo
-250448.000000-1.1.4-4.1.1 (-(4*79^2 + 79 + 1))No
08.00000000 (0)No

Products with this Tag

These are the training products that have the "FREE PEOPLEWE THE FREE" tag (processing sequence 2940). 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
1061SMLS Bike Shorts4031766Apparel & Accessories > Clothing > Shorts > Legging Shortsnone3457514none
931Gardenia574252Apparel & Accessories > Clothing > Clothing Tops > Blousesnone0none
926Flower Field574252Apparel & Accessories > Clothing > Clothing Tops > Blousesnone0none
1058Sawyer Maxi93695Apparel & Accessories > Clothing > Skirtsnone-480557none
1012Mikayla Jumpsuit56249Apparel & Accessories > Clothing > One-Piecesnone-518003none
970Magda Dress25044Apparel & Accessories > Clothing > Dressesnone-549208none
996Lakeside Midi0CUTE DRESSES-574252none
1053Rosie Posie Midi0CUTE DRESSES-574252none
1034One I Love Dress-25044CUTE DRESSES, MAXI DRESSES-599296none
1002Lysette Maxi-25044CUTE DRESSES, MAXI DRESSES-599296CHOCOLATE