Fold 3 - Understanding why coefficient -463987 was selected
Tag: FEATURED
Selected Coefficient: -463987
Taxonomy Path: -2.3.21.1
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| -463987 | 8.000000 | -2.3.21.1 | -1.21.3.2 (-(357911 + 21*71^2 + 3*71 + 2)) | Yes | |
| -20236 | 8.014085 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| 2127159 | 8.014085 | 70.68.66.5 | 5.66.68.70 (5*71^3 + 66*71^2 + 68*71 + 70) | No | |
| -725 | 9.000000 | -15.10 | -10.15 (-(10*71 + 15)) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 5186 | 9.000000 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 74962 | 9.000000 | 57.61.14 | 14.61.57 (14*71^2 + 61*71 + 57) | No | |
| 75687 | 9.000000 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| -21032 | 9.000000 | -16.12.4 | -4.12.16 (-(4*71^2 + 12*71 + 16)) | No |
These are the training products that have the "FEATURED" tag (processing sequence 739). 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 |
|---|---|---|---|---|---|---|---|
| 4541 | Friarachi Reversible Crop Top African Print | 2127159 | TOP, REVERSIBLE | 2591146 | SETS | ||
| 4542 | Friarachi Reversible Midi Skirt African Print | 75687 | Apparel & Accessories > Clothing > Skirts | none | 539674 | SETS | |
| 4581 | Wensi Reversible Midi Skirt African Print | 74962 | WENSI | 538949 | SETS | ||
| 3967 | "Hot Like A Lizard In The Sun" | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 469173 | none | |
| 4547 | Reversible Black Panther King/Queen Head Wrap African Print | 0 | REVERSIBLE, ACCESSORIES, BEST SELLER | 463987 | none | ||
| 4558 | Reversible Wensi Head Wrap African Print | -725 | REVERSIBLE, WENSI, ACCESSORIES, BEST SELLER | 463262 | none | ||
| 4548 | Reversible Friarachi Head Wrap African Print | -20236 | REVERSIBLE, ACCESSORIES, APPAREL, BEST SELLER | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | |
| 4580 | Wensi Reversible Crop Top African Print | -21032 | TOP, REVERSIBLE, WENSI | 442955 | SETS | ||
| 4549 | Reversible Geryia Head Wrap African Print | -463987 | REVERSIBLE, ACCESSORIES, APPAREL | 0 | none | ||
| 4553 | Reversible Milochi Head Wrap African Print | -463987 | REVERSIBLE, ACCESSORIES, APPAREL | 0 | none |