Tag Coefficient Debug: BEST SELLER

Fold 1 - Understanding why coefficient -443751 was selected

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Summary

Tag: BEST SELLER

Selected Coefficient: -443751

Taxonomy Path: -1.2.17.1

Taxonomy Name:

Products with this tag: 17

Unique residual values tried: 9

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?
-4437517.028367-1.2.17.1-1.17.2.1 (-(357911 + 17*71^2 + 2*71 + 1))Yes
-47588477.029558-1.2.21.13-13.21.2.1 (-(13*71^3 + 21*71^2 + 2*71 + 1))No
-43605377.112874-1.1.13.12-12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1))No
-43050867.112874-1.1.2.12-12.2.1.1 (-(12*71^3 + 2*71^2 + 71 + 1))No
014.00000300 (0)No
-322119914.000006-0.0.0.9-9.0.0.0 (-(9*71^3))No
53687680815.00000013.3.2.9.2121.9.2.3.13 (21*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)Health & Beauty > Personal Care > Cosmetics > Skin Care > Face SerumsNo
1616.0000001616 (16)MatureNo
-44447616.000000-16.12.17.1-1.17.12.16 (-(357911 + 17*71^2 + 12*71 + 16))No

Products with this Tag

These are the training products that have the "BEST SELLER" tag (processing sequence 483). 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
2111Wholesale_Hyaluronic High Potency Serum - 32 oz536876808Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serumsnone537320559MOISTURIZERS
2110Hyaluronic High Potency Serum536876808Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serumsnone537320559MOISTURIZERS
2291Croc Crusher - 2 Inch Herb Grinder (4 pc. Black)16Maturenone443767none
824Astoria0CASUAL443751Apparel & Accessories > Clothing Accessories > Hats > Baseball CapsEASY, SOFT SWEATERS
857Clarkson0CASUAL443751Apparel & Accessories > Clothing Accessories > Hats > Baseball CapsDATE NIGHT, EASY, SOFT, SWEATERS
4559Reversible Zain/Eind Head Wrap African Print-443751REVERSIBLE, ACCESSORIES0STATEMENT, SV
4546Reversible Amai/Soludo Head Wrap African Print-443751REVERSIBLE, ACCESSORIES0STATEMENT, SV
4550Reversible Ikeogu/Taj Head Wrap African Print-443751REVERSIBLE, ACCESSORIES0STATEMENT, SV
4551Reversible Inye/Kofi Head Wrap African Print-443751REVERSIBLE, ACCESSORIES0STATEMENT, SV
4556Reversible Ulo/Ife Head Wrap African Print-443751REVERSIBLE, ACCESSORIES0STATEMENT, SV
4557Reversible Une/Naetochu Head Wrap African Print-443751REVERSIBLE, ACCESSORIES0STATEMENT, SV
4545Reversible Adeben/Naetochu Head Wrap African Print-443751REVERSIBLE, ACCESSORIES0STATEMENT, SV
4558Reversible Wensi Head Wrap African Print-444476REVERSIBLE, WENSI, ACCESSORIES-725FEATURED, STATEMENT, SV
1025Naya-3221199CASUAL-2777448EASY, SOFT, SWEATERS
1035Paige-4305086CASUAL, BEST DRESS-3861335DATE NIGHT, FIGURE FLATTERING, RAILS, SOFT, SUMMER COLORS
933Georgette Ruffle-4360537CASUAL, BEST DRESS-3916786DATE NIGHT, FIGURE FLATTERING
1069Taylor-4758847CASUAL, ACCESSORIES-4315096SUMMER COLORS