Tag Coefficient Debug: 8MM

Fold 3 - Understanding why coefficient -3907262 was selected

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Summary

Tag: 8MM

Selected Coefficient: -3907262

Taxonomy Path: -1.5.73.7

Taxonomy Name:

Products with this tag: 9

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?
-39072626.000000-1.5.73.7-7.73.5.1 (-(7*79^3 + 73*79^2 + 5*79 + 1))Yes
1182636.0126580.75.1818.75.0 (18*79^2 + 75*79)No
1686666.0126581.2.2727.2.1 (27*79^2 + 2*79 + 1)Apparel & Accessories > Clothing Accessories > SunglassesNo
-38568596.025316-0.78.64.7-7.64.78.0 (-(7*79^3 + 64*79^2 + 78*79))No
566446.0253161.6.99.6.1 (9*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > RingsNo

Products with this Tag

These are the training products that have the "8MM" tag (processing sequence 65). 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
9150AHLEM x JORDEN BICKHAM168666Apparel & Accessories > Clothing Accessories > Sunglassesnone4075928ACETATE
9166Rue Duroc168666Apparel & Accessories > Clothing Accessories > Sunglassesnone4075928ACETATE, AHLEM
9193Rue Amélie118263GOLD4025525Apparel & Accessories > Clothing > Clothing Tops > T-Shirts22K, ACETATE, AHLEM, NEW HINGE
9167Rue de Turenne118263GOLD4025525Apparel & Accessories > Clothing > Clothing Tops > T-Shirts22K, ACETATE, AHLEM, NEW HINGE
9143University of Tennessee | UT | Tungsten Ring Band | Black and Silver | 8MM56644Apparel & Accessories > Jewelry > Ringsnone3963906RING, FASHION
9212Saint Germain-3856859PINK50403Apparel & Accessories > Jewelry > NecklacesACETATE, AHLEM, NEW HINGE
9208Rue de Charonne-3907262GOLD, PINK022K, ACETATE, NEW HINGE
9209Lille-3907262GOLD, PINK022K, ACETATE, AHLEM
9191Rue Berthe-3907262GOLD, PINK022K, ACETATE, AHLEM, CAT-EYE, NEW HINGE