Tag Coefficient Debug: SMOKY QUARTZ

Fold 2 - Understanding why coefficient 6419 was selected

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Summary

Tag: SMOKY QUARTZ

Selected Coefficient: 6419

Taxonomy Path: 20.2.1

Taxonomy Name: Religious & Ceremonial > Religious Items > Prayer Beads

Products with this tag: 7

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?
64194.00000020.2.11.2.20 (6241 + 2*79 + 20)Religious & Ceremonial > Religious Items > Prayer BeadsYes
-1973292965.000000-15.17.18.5.5-5.5.18.17.15 (-(5*79^4 + 5*79^3 + 18*79^2 + 17*79 + 15))No
-124825.000160-0.0.2-2.0.0 (-(2*79^2))No
62415.0001600.0.11.0.0 (6241)No

Products with this Tag

These are the training products that have the "SMOKY QUARTZ" tag (processing sequence 197). 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
12075Grounded Mama Mala - Sandalwood Version6419Religious & Ceremonial > Religious Items > Prayer Beadsnone0none
12074Open Heart Mama Mala6419Religious & Ceremonial > Religious Items > Prayer Beadsnone0CLEAR QUARTZ
12077Patient Mama Mala6419Religious & Ceremonial > Religious Items > Prayer Beadsnone0ROOT CHAKRA
13890Octagon Gold Ring in Smoky Quartz & Citrine6241CITRINE-178THE ANDALUSIAN COLLECTION, RING
13889Octagon Gold Drop Earrings in Smoky Quartz & Citrine-12482CITRINE-18901THE ANDALUSIAN COLLECTION, DROP EARRINGS
270Intention Bracelet (Small)-197329296CITRINE, GIFT, BRACELET-197335715ALYCIÆNGEL, BOHO, COACHELLA
271Intention Bracelet (Large)-197329296CITRINE, GIFT, BRACELET-197335715ALYCIÆNGEL, BOHO, COACHELLA