Tag Coefficient Debug: CELESTIAL

Fold 0 - Understanding why coefficient -50403 was selected

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Summary

Tag: CELESTIAL

Selected Coefficient: -50403

Taxonomy Path: -1.6.8

Taxonomy Name:

Products with this tag: 10

Unique residual values tried: 5

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?
-504035.000160-1.6.8-8.6.1 (-(8*79^2 + 6*79 + 1))Yes
-379215.000641-1.6.6-6.6.1 (-(6*79^2 + 6*79 + 1))No
06.00016000 (0)No
62416.0004810.0.11.0.0 (6241)No
566449.0000001.6.99.6.1 (9*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > RingsNo

Products with this Tag

These are the training products that have the "CELESTIAL" tag (processing sequence 2977). 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
20633Cosmic Ring56644Apparel & Accessories > Jewelry > Ringsnone107047ELEGANCE
20677Fiddlehead Ring6241DRUZY56644Apparel & Accessories > Jewelry > Ringsnone
20679Small Lucky Necklace0DRUZY50403Apparel & Accessories > Jewelry > Necklacesnone
20685Celestial Necklace0DRUZY50403Apparel & Accessories > Jewelry > NecklacesBESTSELLERS
19322Lucky Necklace0DRUZY50403Apparel & Accessories > Jewelry > NecklacesBESTSELLERS
20653Cosmic Necklace-37921DANGLES, DRUZY12482none
20711Glimmer Earrings-50403POSTS, DRUZY0ELEGANCE, BESTSELLERS
20657Cosmic Earrings-50403DANGLES, DRUZY0none
20678Fiddlehead Necklace-50403ONYX, DRUZY0none
20709Celestial Earrings-50403DANGLES, DRUZY0BESTSELLERS