Tag Coefficient Debug: FEARLESS

Fold 3 - Understanding why coefficient -55611 was selected

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Summary

Tag: FEARLESS

Selected Coefficient: -55611

Taxonomy Path: -1.6.8

Taxonomy Name:

Products with this tag: 11

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?
-556116.000145-1.6.8-8.6.1 (-(8*83^2 + 6*83 + 1))Yes
-900566.000581-1.6.13-13.6.1 (-(13*83^2 + 6*83 + 1))No
07.00014500 (0)No
-344457.000435-0.0.5-5.0.0 (-(5*83^2))No
-13927710.000000-3.18.20-20.18.3 (-(20*83^2 + 18*83 + 3))No
-11122210.000000-2.12.16-16.12.2 (-(16*83^2 + 12*83 + 2))No

Products with this Tag

These are the training products that have the "FEARLESS" tag (processing sequence 5253). 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
19302Wisteria Necklace0FRESHWATER PEARLS55611ELEGANCE
20641Luminous Necklace0FRESHWATER PEARLS55611none
20723Radiant Necklace0FRESHWATER PEARLS55611none
20710Drift Bracelet-34445FRESHWATER PEARLS21166ELEGANCE
20696Bloom Necklace-55611GARNETS, FRESHWATER PEARLS0BESTSELLERS, ELEGANCE, PERIDOTS
20661Marquise Necklace-55611GARNETS, FRESHWATER PEARLS0ELEGANCE, BLUE TOPAZ
20669Ethereal Earrings-55611DANGLES, FRESHWATER PEARLS0ELEGANCE
20694Fearless Earrings-55611DANGLES, FRESHWATER PEARLS0BESTSELLERS, ELEGANCE
20651Drift Bracelet with assorted stones-90056GARNETS, FRESHWATER PEARLS-34445BESTSELLERS, ELEGANCE, PERIDOTS
20644Fearless Earrings with stones-111222DANGLES, GARNETS, FRESHWATER PEARLS-55611BESTSELLERS, PERIDOTS
20662Navette Earrings-139277HOOPS, POSTS, DANGLES, AQUAMARINE, GARNETS, FRESHWATER PEARLS-83666ELEGANCE, BLUE TOPAZ