Fold 1 - Understanding why coefficient -2497441 was selected
Tag: BOHEMIAN STYLE
Selected Coefficient: -2497441
Taxonomy Path: -14.13.5.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2497441 | 2.000000 | -14.13.5.5 | -5.5.13.14 (-(5*79^3 + 5*79^2 + 13*79 + 14)) | Yes | |
| -468075 | 2.000160 | -0.0.75 | -75.0.0 (-(75*79^2)) | No | |
| 0 | 2.000160 | 0 | 0 (0) | No |
These are the training products that have the "BOHEMIAN STYLE" tag (processing sequence 3088). 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!! | 0 | ECOMM_PAGETYPE | 2497441 | Home & Garden > Lighting > Lamps > Table Lamps | HANDMADE LAMP | |
| 5366 | *HANDMADE* MOSAIC SINGLE WALL SCONE (HARDWARE ONLY NO GLOBES INCLUDED) | -468075 | ECOMM_PAGETYPE | 2029366 | Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures | HANDMADE LAMP | |
| 5363 | *HANDMADE* MOSAIC 11 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | -2497441 | MOSAIC FLOOR LAMP, ECOMM_PAGETYPE | 0 | HANDMADE LAMP | ||
| 5364 | HANDMADE MOSAIC NEW SWAN NECK LAMP (FREE AND FAST EXPEDITED 5 DAY SHIPPING) | -2497441 | MOSAIC, ECOMM_PAGETYPE | 0 | none |