Tag Coefficient Debug: SALE COLLECTION

Fold 0 - Understanding why coefficient -55523 was selected

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Summary

Tag: SALE COLLECTION

Selected Coefficient: -55523

Taxonomy Path: -1.1.11

Taxonomy Name:

Products with this tag: 3

Unique residual values tried: 3

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?
-555232.000000-1.1.11-11.1.1 (-(11*71^2 + 71 + 1))Yes
02.00000000 (0)No
506362.00000013.3.1010.3.13 (10*71^2 + 3*71 + 13)Health & Beauty > Personal Care > Hair CareNo

Products with this Tag

These are the training products that have the "SALE COLLECTION" tag (processing sequence 2003). 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
246Flash Sale: Buy Deep Wave 13*6 HD Lace Wigs, Get 4*4 Bob Wig For Free50636Health & Beauty > Personal Care > Hair Carenone106159none
411Copper Brown Spanish Curly Tranparent Lace Wigs Deep Hairline 100% Human Hair HD Clear Lace Front Wigs-Amanda Hair013*4 LACE FRONT WIGS55523Apparel & Accessories > Clothing > Outfit Setsnone
245Burnt Orange Straight 13x4 Lace Front Straight Butterfly Haircut Ginger Wig Layered Hair-5552313*4 LACE FRONT WIGS, HOT SALE0none