Tag Coefficient Debug: GIRLS GIFT

Fold 2 - Understanding why coefficient -197278893 was selected

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Summary

Tag: GIRLS GIFT

Selected Coefficient: -197278893

Taxonomy Path: -14.11.10.5.5

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?
-1972788935.000000-14.11.10.5.5-5.5.10.11.14 (-(5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14))Yes
-1972723355.000000-13.7.9.5.5-5.5.9.7.13 (-(5*79^4 + 5*79^3 + 9*79^2 + 7*79 + 13))No
-1969224975.000000-66.2.32.4.5-5.4.32.2.66 (-(5*79^4 + 4*79^3 + 32*79^2 + 2*79 + 66))No
-1967725545.000000-65.0.8.4.5-5.4.8.0.65 (-(5*79^4 + 4*79^3 + 8*79^2 + 65))No
40255255.0000001.1.13.88.13.1.1 (8*79^3 + 13*79^2 + 79 + 1)Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsNo
32349153045.00000078.66.13.4.4.11.4.4.13.66.78 (3077056399 + 4*79^4 + 4*79^3 + 13*79^2 + 66*79 + 78)No

Products with this Tag

These are the training products that have the "GIRLS GIFT" tag (processing sequence 4009). 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
6284Zeta Soft Touch Lip Balm 13234915304BRIDE, BRIDAL PARTY, SORORITY3432194197ZETA
6397BAB - Custom Father Dad Essential - T-Shirt4025525Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone201304418none
6265Zeta Phi Beta Sorority, Inc. (Archonette) Balloons-196772554BRIDAL PARTY, SORORITY506339ZETA
6145Zeta Phi Beta Sorority, Inc. (Amicae) Balloons-196922497AMICAE, BRIDAL PARTY, SORORITY356396ZETA
6186Zeta Phi Beta Key Chain Tag-197272335SORORITY6558Apparel & Accessories > Handbag & Wallet Accessories > KeychainsZETA
6235BAB's Pearls and Crystals Jewelry-197278893PEARLS, BRIDE, BRIDAL PARTY, SORORITY0ZETA