Tag Coefficient Debug: GIRLS GIFT

Fold 4 - Understanding why coefficient -128163235 was selected

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Summary

Tag: GIRLS GIFT

Selected Coefficient: -128163235

Taxonomy Path: -70.11.6.3.5

Taxonomy Name:

Products with this tag: 6

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?
-1281632354.014085-70.11.6.3.5-5.3.6.11.70 (-(5*71^4 + 3*71^3 + 6*71^2 + 11*71 + 70))Yes
29288934.0140851.1.13.88.13.1.1 (8*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsNo
05.00000000 (0)No
2518455.0000008.68.4949.68.8 (49*71^2 + 68*71 + 8)No
2518505.00000013.68.4949.68.13 (49*71^2 + 68*71 + 13)No
20361252325.00000012.68.64.8.9.11.9.8.64.68.12 (1804229351 + 9*71^4 + 8*71^3 + 64*71^2 + 68*71 + 12)No

Products with this Tag

These are the training products that have the "GIRLS GIFT" tag (processing sequence 1286). 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
6297Zeta Soft Touch Lip Balm2036125232SORORITY, AFFORDABLE, BRIDAL PARTY2164288467none
6397BAB - Custom Father Dad Essential - T-Shirt2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone131092128none
6265Zeta Phi Beta Sorority, Inc. (Archonette) Balloons251850SORORITY, AFFORDABLE, BRIDAL PARTY128415085none
6145Zeta Phi Beta Sorority, Inc. (Amicae) Balloons251845AMICAE, SORORITY, AFFORDABLE, BRIDAL PARTY128415080none
6235BAB's Pearls and Crystals Jewelry0SORORITY, AFFORDABLE, BRIDAL PARTY128163235none
6186Zeta Phi Beta Key Chain Tag-128163235SORORITY, AFFORDABLE0none