Fold 1 - Understanding why coefficient 2029366 was selected
Tag: HANDMADE LAMP
Selected Coefficient: 2029366
Taxonomy Path: 14.13.9.4
Taxonomy Name: Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 2029366 | 1.000160 | 14.13.9.4 | 4.9.13.14 (4*79^3 + 9*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures | Yes |
| 2497441 | 1.000160 | 14.13.5.5 | 5.5.13.14 (5*79^3 + 5*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lamps > Table Lamps | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "HANDMADE LAMP" tag (processing sequence 4029). 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 |
|---|---|---|---|---|---|---|---|
| 5378 | Swan Neck Exclusive Deal Of The Day!! | 2497441 | Home & Garden > Lighting > Lamps > Table Lamps | ECOMM_PAGETYPE, BOHEMIAN STYLE | 468075 | none | |
| 5366 | *HANDMADE* MOSAIC SINGLE WALL SCONE (HARDWARE ONLY NO GLOBES INCLUDED) | 2029366 | Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures | ECOMM_PAGETYPE, BOHEMIAN STYLE | 0 | none | |
| 5363 | *HANDMADE* MOSAIC 11 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | 0 | MOSAIC FLOOR LAMP, ECOMM_PAGETYPE, BOHEMIAN STYLE | -2029366 | none |