Fold 1 - Understanding why coefficient 95495402 was selected
Tag: LEGGINGS
Selected Coefficient: 95495402
Taxonomy Path: 1.1.1.1.2
Taxonomy Name:
Products with this tag: 12
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 | 2.000581 | 1.1.1.1.2 | 2.1.1.1.1 (2*83^4 + 571787 + 6889 + 83 + 1) | Yes | |
| 4657048 | 2.001016 | 1.1.12.8 | 8.12.1.1 (8*83^3 + 12*83^2 + 83 + 1) | No | |
| 75863 | 2.001306 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | No | |
| 0 | 10.000000 | 0 | 0 (0) | No |
These are the training products that have the "LEGGINGS" tag (processing sequence 3346). 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 |
|---|---|---|---|---|---|---|---|
| 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 | ||
| 430 | Seamless High Waist Workout Leggings | 95495402 | none | 0 | none | ||
| 24425 | Essential Highwaist Panel Leggings | 95495402 | none | 0 | BOTTOMS | ||
| 268 | High Waisted Yoga Leggings | 95495402 | none | 0 | AOP CLOTHING, PANTS, TROUSERS, ACTIVEWEAR, ASSEMBLED IN THE USA, BOTTOMS | ||
| 1896 | Women's Purple Gradient Unicorn Treat Leggings | 4657048 | none | -90838354 | none | ||
| 13285 | Faux Leather Leggings | 4657048 | none | -90838354 | none | ||
| 1899 | Women's White Cartoon Unicorn Pattern Leggings | 4657048 | none | -90838354 | none | ||
| 26840 | Brittany Ribbed Cardigan Set | 75863 | none | -95419539 | CARDIGAN, PANTS, BOTTOMS, CLEARANCE | ||
| 46 | Patriotic ‘Thin Blue America’ Capri Leggings | 0 | YOGA PANTS | -95495402 | none | ||
| 43 | Patriotic ‘AMERICA’ Capri Leggings | 0 | YOGA PANTS | -95495402 | none |