Tag Coefficient Debug: GIFT FOR HER

Fold 4 - Understanding why coefficient -88324 was selected

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Summary

Tag: GIFT FOR HER

Selected Coefficient: -88324

Taxonomy Path: -2.12.14

Taxonomy Name:

Products with this tag: 4

Unique residual values tried: 4

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?
-883243.000000-2.12.14-14.12.2 (-(14*79^2 + 12*79 + 2))Yes
-379213.000000-1.6.6-6.6.1 (-(6*79^2 + 6*79 + 1))No
62413.0000000.0.11.0.0 (6241)No
3123013.00000014.3.5050.3.14 (50*79^2 + 3*79 + 14)Home & Garden > Decor > Novelty SignsNo

Products with this Tag

These are the training products that have the "GIFT FOR HER" tag (processing sequence 1514). 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
9669Personalized She Shed Sign, She Shed Gift, Pink Heart Glitter Custom Woman's Shed Sign, Cute She Shed Decor, Door Sign Shed Signage 2-SHE002312301Home & Garden > Decor > Novelty Signsnone400625none
9040Citrine Jewelry Gift Set - Sterling Silver Plated Pendant and Raw Stud Earrings6241CITRINE, STUD EARRINGS, 17TH ANNIVERSARY94565NOVEMBER BIRTHSTONE
2311Mini Opal Stud Earrings-37921SILVER EARRING, STUD EARRINGS50403Apparel & Accessories > Jewelry > Necklacesnone
2310Mini Micro Pave Disc Pendant Necklace-88324CHARM NECKLACE, PENDANT NECKLACE, LUCKY, ADJUSTABLE NECKLACE, CUBIC ZIRCONIA0none