Tag Coefficient Debug: FLASH-SALE

Fold 3 - Understanding why coefficient 186 was selected

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Summary

Tag: FLASH-SALE

Selected Coefficient: 186

Taxonomy Path: 20.2

Taxonomy Name:

Products with this tag: 4

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?
1862.00000020.22.20 (2*83 + 20)Yes
03.00000000 (0)No
1242653.00000014.3.1818.3.14 (18*83^2 + 3*83 + 14)No

Products with this Tag

These are the training products that have the "FLASH-SALE" tag (processing sequence 3090). 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
28641Birds happy decor for hanging keys or coats124265none124079GIFT FOR MOTHER
28639Anointing Oil Gladness186none0none
28662Anointing Oil Salvation Made in Israel the Land of the Bible 12 ml - 0.4 oz186none0none
28628Sterling Silver Star of David pendant, Jewish jewelry0JEWISH GIFTS-186GIFT FOR MOTHER