Fold 1 - Understanding why coefficient -463987 was selected
Tag: FEATURED
Selected Coefficient: -463987
Taxonomy Path: -2.3.21.1
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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 | 6.000000 | -2.3.21.1 | -1.21.3.2 (-(357911 + 21*71^2 + 3*71 + 2)) | Yes | |
| -378218 | 7.000000 | -1.2.4.1 | -1.4.2.1 (-(357911 + 4*71^2 + 2*71 + 1)) | No | |
| -2526409 | 7.000000 | -16.12.4.7 | -7.4.12.16 (-(7*71^3 + 4*71^2 + 12*71 + 16)) | No | |
| 5186 | 7.000000 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 74962 | 7.000000 | 57.61.14 | 14.61.57 (14*71^2 + 61*71 + 57) | No | |
| 76971256 | 7.000000 | 14.3.4.2.3 | 3.2.4.3.14 (3*71^4 + 2*71^3 + 4*71^2 + 3*71 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | No |
| -725 | 7.000000 | -15.10 | -10.15 (-(10*71 + 15)) | No |
These are the training products that have the "FEATURED" tag (processing sequence 732). 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 |
|---|---|---|---|---|---|---|---|
| 5102 | Custom listing for Carrie - Rainbow Diamond Wood Artwork | 76971256 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | none | 77435243 | HANDMADE | |
| 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 | |
| 4558 | Reversible Wensi Head Wrap African Print | -725 | REVERSIBLE, WENSI, ACCESSORIES, BEST SELLER | 463262 | STATEMENT, SV | ||
| 4541 | Friarachi Reversible Crop Top African Print | -378218 | TOP, REVERSIBLE | 85769 | SETS | ||
| 4553 | Reversible Milochi Head Wrap African Print | -463987 | REVERSIBLE, ACCESSORIES, APPAREL | 0 | STATEMENT, SV | ||
| 4549 | Reversible Geryia Head Wrap African Print | -463987 | REVERSIBLE, ACCESSORIES, APPAREL | 0 | STATEMENT, SV | ||
| 4580 | Wensi Reversible Crop Top African Print | -2526409 | TOP, REVERSIBLE, WENSI | -2062422 | SETS |