Tag Coefficient Debug: FEARLESS

Fold 4 - Understanding why coefficient 50403 was selected

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Summary

Tag: FEARLESS

Selected Coefficient: 50403

Taxonomy Path: 1.6.8

Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces

Products with this tag: 10

Unique residual values tried: 7

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?
504035.0004811.6.88.6.1 (8*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > NecklacesYes
191985.0006411.6.33.6.1 (3*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > BraceletsNo
316805.0006411.6.55.6.1 (5*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > Charms & PendantsNo
566445.0006411.6.99.6.1 (9*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > RingsNo
06.00016000 (0)No
124826.0004810.0.22.0.0 (2*79^2)No
-379219.000000-1.6.6-6.6.1 (-(6*79^2 + 6*79 + 1))No

Products with this Tag

These are the training products that have the "FEARLESS" tag (processing sequence 3660). 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
20686Wisteria Ring56644Apparel & Accessories > Jewelry > Ringsnone6241none
20661Marquise Necklace50403Apparel & Accessories > Jewelry > Necklacesnone0none
19302Wisteria Necklace50403Apparel & Accessories > Jewelry > Necklacesnone0none
20651Drift Bracelet with assorted stones31680Apparel & Accessories > Jewelry > Charms & PendantsPERIDOTS-18723none
20710Drift Bracelet19198Apparel & Accessories > Jewelry > Braceletsnone-31205none
20696Bloom Necklace12482CARNELIAN, PERIDOTS-37921none
20669Ethereal Earrings0DANGLES-50403none
20641Luminous Necklace0CARNELIAN-50403none
19324Angel Earrings0DANGLES-50403none
20662Navette Earrings-37921POSTS, DANGLES-88324none