Fold 0 - Understanding why coefficient -2497441 was selected
Tag: HOME GOODS
Selected Coefficient: -2497441
Taxonomy Path: -14.13.5.5
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -2497441 | 5.000000 | -14.13.5.5 | -5.5.13.14 (-(5*79^3 + 5*79^2 + 13*79 + 14)) | Yes | |
| 2497441 | 5.012658 | 14.13.5.5 | 5.5.13.14 (5*79^3 + 5*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lamps > Table Lamps | No |
| 197278893 | 5.012658 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 6402 | 6.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 1979592 | 6.000000 | 10.15.1.4 | 4.1.15.10 (4*79^3 + 6241 + 15*79 + 10) | No |
These are the training products that have the "HOME GOODS" tag (processing sequence 3532). 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 |
|---|---|---|---|---|---|---|---|
| 1512 | CHECKERBOARD MUG | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 199776334 | none | |
| 5378 | Swan Neck Exclusive Deal Of The Day!! | 2497441 | Home & Garden > Lighting > Lamps > Table Lamps | ECOMM_PAGETYPE, HANDMADE LAMP | 4994882 | none | |
| 1520 | CHECK MATE BLANKET | 1979592 | BABY | 4477033 | VALENTINES DAY | ||
| 1477 | Bird Carrying Moon | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 2503843 | none | |
| 5361 | HANDMADE MOSAIC 10 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | 0 | TURKISH LAMPS, ECOMM_PAGETYPE, HANDMADE LAMP | 2497441 | Home & Garden > Lighting > Lamps > Table Lamps | none | |
| 5353 | HANDMADE MOSAIC 9 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | -2497441 | TURKISH LAMPS, ECOMM_PAGETYPE | 0 | none | ||
| 5362 | *HANDMADE* MOSAIC 11 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | -2497441 | TURKISH LAMPS, ECOMM_PAGETYPE | 0 | none |