Fold 0 - Understanding why coefficient 95495402 was selected
Tag: LEGGINGS
Selected Coefficient: 95495402
Taxonomy Path: 1.1.1.1.2
Taxonomy Name:
Products with this tag: 15
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 95495402 | 4.000726 | 1.1.1.1.2 | 2.1.1.1.1 (2*83^4 + 571787 + 6889 + 83 + 1) | Yes | |
| 4657048 | 4.001016 | 1.1.12.8 | 8.12.1.1 (8*83^3 + 12*83^2 + 83 + 1) | No | |
| 75863 | 4.001452 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | No | |
| 0 | 11.000000 | 0 | 0 (0) | No |
These are the training products that have the "LEGGINGS" tag (processing sequence 3846). 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 |
|---|---|---|---|---|---|---|---|
| 28431 | The Devil You Know Leggings | 95495402 | none | 0 | BOTTOMS | ||
| 30824 | High Waist Sports Gym Running Fitness Athletic Trouser | 95495402 | none | 0 | WEED, LUNA | ||
| 6078 | Felicity Dream Tech Eco Jersey Legging - Black | 95495402 | none | 0 | none | ||
| 7033 | Flow Sage Seamless Leggings | 95495402 | none | 0 | none | ||
| 8190 | Core Leggings - Froly | 95495402 | none | 0 | none | ||
| 8940 | 211INC Womens Red Marble Leggings | 95495402 | none | 0 | none | ||
| 30823 | 3D Digital Print Pants Green Leaves Leggings White Weed | 4657048 | none | -90838354 | WEED, LUNA | ||
| 1896 | Women's Purple Gradient Unicorn Treat Leggings | 4657048 | none | -90838354 | none | ||
| 13285 | Faux Leather Leggings | 4657048 | none | -90838354 | none | ||
| 26733 | Goth Hollow-out Leggings | 4657048 | none | -90838354 | PANTS | ||
| 26840 | Brittany Ribbed Cardigan Set | 75863 | none | -95419539 | CARDIGAN, PANTS, SET, BOTTOMS, CLEARANCE | ||
| 31986 | Light Wash Flare Jeans | 0 | JEANS | -95495402 | PANTS | ||
| 46 | Patriotic ‘Thin Blue America’ Capri Leggings | 0 | YOGA PANTS | -95495402 | none | ||
| 28441 | Break Away Leggings | 0 | FITNESS | -95495402 | IN DEMAND | ||
| 43 | Patriotic ‘AMERICA’ Capri Leggings | 0 | YOGA PANTS | -95495402 | none |