Fold 0 - Understanding why coefficient 55611 was selected
Tag: LAYERING
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 30
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 55611 | 10.085208 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 21166 | 10.085353 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 6951085 | 10.156920 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 4663937 | 10.156924 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 1805002 | 10.156924 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | No | |
| 96129190 | 10.157497 | 1.1.10.2.2 | 2.2.10.1.1 (2*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 62085 | 10.157497 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | No | |
| 0 | 20.000000 | 0 | 0 (0) | No |
These are the training products that have the "LAYERING" tag (processing sequence 4371). 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 |
|---|---|---|---|---|---|---|---|
| 901 | Dreamy | 96129190 | none | 96073579 | SUMMER OUTFIT, TOPS | ||
| 857 | Clarkson | 6951085 | none | 6895474 | EASY, TOPS | ||
| 920 | Felize | 6951085 | none | 6895474 | EASY, TOPS, ATTIRE | ||
| 1023 | Moss Stripe Crew | 6951085 | none | 6895474 | EASY, TOPS, ATTIRE | ||
| 261 | Baby Tee, LIGHT Jersey | 4663937 | TSHIRT, SHORT SLEEVE, LOUNGE WEAR, THANKSGIVING 2022 | 4608326 | LEISURE | ||
| 1025 | Naya | 1805002 | none | 1749391 | EASY, TOPS | ||
| 1069 | Taylor | 62085 | none | 6474 | ATTIRE | ||
| 20715 | Capri Necklace | 55611 | none | 0 | none | ||
| 20632 | 14K Gold Simplicity Necklace | 55611 | none | 0 | none | ||
| 20652 | Clarity Necklace | 55611 | none | 0 | none | ||
| 20661 | Marquise Necklace | 55611 | none | 0 | GARNETS | ||
| 20674 | Boundless Necklace | 55611 | none | 0 | none | ||
| 20701 | Appeal Necklace | 55611 | none | 0 | none | ||
| 20703 | Pixie Necklace | 55611 | none | 0 | none | ||
| 20682 | Ripple Cuff | 21166 | none | -34445 | none | ||
| 20650 | Ocean Bracelet | 21166 | none | -34445 | none | ||
| 20684 | Wind Wave Bracelet | 21166 | none | -34445 | none | ||
| 20654 | Radiant Cuff | 21166 | none | -34445 | DRUZY | ||
| 20699 | Appeal Bracelet | 21166 | none | -34445 | none | ||
| 20636 | Enchanted Cuff | 21166 | none | -34445 | none | ||
| 5014 | BADASS PLATE NECKLACE | 0 | GOLD NECKLACE | -55611 | MINIMALIST | ||
| 5028 | FEMINIST PLATE NECKLACE | 0 | GOLD NECKLACE | -55611 | MINIMALIST | ||
| 5029 | SLAY PLATE NECKLACE | 0 | GOLD NECKLACE | -55611 | MINIMALIST | ||
| 5034 | BADASS NECKLACE | 0 | GOLD NECKLACE | -55611 | MINIMALIST | ||
| 5033 | FEMINIST NECKLACE | 0 | GOLD NECKLACE | -55611 | MINIMALIST | ||
| 20635 | Ebony Jewelwing Necklace | 0 | NECKLACES | -55611 | none | ||
| 20645 | Enchanted necklace | 0 | NECKLACES | -55611 | none | ||
| 849 | Celine | 0 | TANK TOPS | -55611 | none | ||
| 933 | Georgette Ruffle | 0 | CUTE DRESSES | -55611 | SUMMER OUTFIT, ATTIRE | ||
| 5013 | LOVE PLATE NECKLACE | 0 | GOLD NECKLACE | -55611 | MINIMALIST |