Tag Coefficient Debug: FLORAL PATTERS

Fold 4 - Understanding why coefficient -549208 was selected

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Summary

Tag: FLORAL PATTERS

Selected Coefficient: -549208

Taxonomy Path: -0.0.9.1

Taxonomy Name:

Products with this tag: 5

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?
-5492083.000160-0.0.9.1-1.9.0.0 (-(493039 + 9*79^2))Yes
03.00016000 (0)No
-49991214.000000-1.1.11.10-10.11.1.1 (-(10*79^3 + 11*79^2 + 79 + 1))No
-5992964.000000-2.2.17.1-1.17.2.2 (-(493039 + 17*79^2 + 2*79 + 2))No
5742524.0000001.1.13.11.13.1.1 (493039 + 13*79^2 + 79 + 1)Apparel & Accessories > Clothing > Clothing Tops > BlousesNo

Products with this Tag

These are the training products that have the "FLORAL PATTERS" tag (processing sequence 1418). 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
1008Marika574252Apparel & Accessories > Clothing > Clothing Tops > Blousesnone1123460Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding DressesPATTERN
840Bridgette - Blue0FLORAL PATTERNS549208HUMANS OF RIXO, RIXO CLOTHING
861Corrine Multi-549208FLORAL PATTERNS0HUMANS OF RIXO, RIXO CLOTHING, RIXO DRESSES
1085Zadie -Spring Ink-599296BEST DRESS, COLORFUL DRESSES, FLORAL PATTERNS-50088RIXO DRESSES
1028Nori-4999121CAMI NYC, FLORAL PATTERNS-4449913none