Tag Coefficient Debug: SUNGLASSES

Fold 4 - Understanding why coefficient 136250 was selected

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Summary

Tag: SUNGLASSES

Selected Coefficient: 136250

Taxonomy Path: 1.2.27

Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses

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?
1362504.0000001.2.2727.2.1 (27*71^2 + 2*71 + 1)Apparel & Accessories > Clothing Accessories > SunglassesYes
-528090907.028169-0.65.38.5.2-2.5.38.65.0 (-(2*71^4 + 5*71^3 + 38*71^2 + 65*71))No
-27926437.028169-0.70.56.7-7.56.70.0 (-(7*71^3 + 56*71^2 + 70*71))No
471182277.0281690.0.46.60.11.60.46.0.0 (25411681 + 60*71^3 + 46*71^2)No
-529760139.000000-2.2.1.6.2-2.6.1.2.2 (-(2*71^4 + 6*71^3 + 5041 + 2*71 + 2))No

Products with this Tag

These are the training products that have the "SUNGLASSES" tag (processing sequence 2185). 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
9214Gaillon Sun4711822722K, MEDIUM, NEW HINGE, NEW STYLES46981977none
5086High Profile (3 Colors)136250Apparel & Accessories > Clothing Accessories > Sunglassesnone0none
5072City Strut136250Apparel & Accessories > Clothing Accessories > Sunglassesnone0none
9163ReFramed Montmartre136250Apparel & Accessories > Clothing Accessories > Sunglassesnone0none
9164ReFramed Léna136250Apparel & Accessories > Clothing Accessories > Sunglassesnone0none
9165ReFramed Place Du Brésil136250Apparel & Accessories > Clothing Accessories > Sunglassesnone0none
9151ReFramed Saint Germain136250Apparel & Accessories > Clothing Accessories > Sunglassesnone0none
9152ReFramed Port Royal-2792643BLACK-2928893none
9150AHLEM x JORDEN BICKHAM-52809090OVERSIZED, 8MM, ACETATE, DIAMOND FACE, MEDIUM-52945340none
9137Place Jussieu Sun-5297601322K, MEDIUM-53112263none