Fold 4 - Understanding why coefficient -443751 was selected
Tag: BEST SELLER
Selected Coefficient: -443751
Taxonomy Path: -1.2.17.1
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| -443751 | 8.028169 | -1.2.17.1 | -1.17.2.1 (-(357911 + 17*71^2 + 2*71 + 1)) | Yes | |
| -4305086 | 8.098790 | -1.1.2.12 | -12.2.1.1 (-(12*71^3 + 2*71^2 + 71 + 1)) | No | |
| -4360537 | 8.098790 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| 0 | 11.014087 | 0 | 0 (0) | No | |
| 203293448 | 11.014087 | 0.0.0.0.8 | 8.0.0.0.0 (8*71^4) | No | |
| -3221199 | 11.014096 | -0.0.0.9 | -9.0.0.0 (-(9*71^3)) | No | |
| 51145915 | 11.070423 | 0.70.63.0.2 | 2.0.63.70.0 (2*71^4 + 63*71^2 + 70*71) | No | |
| -3372644 | 16.000000 | -2.3.30.9 | -9.30.3.2 (-(9*71^3 + 30*71^2 + 3*71 + 2)) | No | |
| 16 | 16.000000 | 16 | 16 (16) | Mature | No |
These are the training products that have the "BEST SELLER" tag (processing sequence 477). 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 |
|---|---|---|---|---|---|---|---|
| 2110 | Hyaluronic High Potency Serum | 203293448 | ANTI-AGEING | 203737199 | none | ||
| 901 | Dreamy | 51145915 | ACCESSORIES | 51589666 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | FUN SUMMER COLORS | |
| 2291 | Croc Crusher - 2 Inch Herb Grinder (4 pc. Black) | 16 | Mature | none | 443767 | none | |
| 2100 | Moroccan Rhassoul Clay Mask - Organic Natural Facial Mask and Skin Care Treatment - Anti-aging Mud Mask for Dry & Oily Skin, Acne, Eczema & Psoriasis - 8 Oz | 0 | ANTI-AGEING | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | |
| 824 | Astoria | 0 | CASUAL | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | EASY, FLATTERING, LONG SLEEVE | |
| 2107 | Hammam Home Spa Collection- Original Unscented | 0 | SKIN CARE | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | |
| 4557 | Reversible Une/Naetochu Head Wrap African Print | -443751 | A55, ACCESSORIES | 0 | STATEMENT, SV | ||
| 4547 | Reversible Black Panther King/Queen Head Wrap African Print | -443751 | A55, ACCESSORIES | 0 | FEATURED, STATEMENT, SV | ||
| 4550 | Reversible Ikeogu/Taj Head Wrap African Print | -443751 | A55, ACCESSORIES | 0 | STATEMENT, SV | ||
| 4551 | Reversible Inye/Kofi Head Wrap African Print | -443751 | A55, ACCESSORIES | 0 | STATEMENT, SV | ||
| 4556 | Reversible Ulo/Ife Head Wrap African Print | -443751 | A55, ACCESSORIES | 0 | STATEMENT, SV | ||
| 4545 | Reversible Adeben/Naetochu Head Wrap African Print | -443751 | A55, ACCESSORIES | 0 | STATEMENT, SV | ||
| 4546 | Reversible Amai/Soludo Head Wrap African Print | -443751 | A55, ACCESSORIES | 0 | STATEMENT, SV | ||
| 1025 | Naya | -3221199 | CASUAL | -2777448 | EASY, FLATTERING, LONG SLEEVE | ||
| 4548 | Reversible Friarachi Head Wrap African Print | -3372644 | A55, ACCESSORIES, APPAREL | -2928893 | FEATURED, STATEMENT, SV | ||
| 1035 | Paige | -4305086 | CASUAL, BEST DRESS | -3861335 | DATE NIGHT, RAILS, RETRO | ||
| 933 | Georgette Ruffle | -4360537 | CASUAL, BEST DRESS | -3916786 | DATE NIGHT, FUN SUMMER COLORS, RETRO |