Fold 1 - Understanding why coefficient 2350242 was selected
Tag: HANDMADE LAMP
Selected Coefficient: 2350242
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? |
|---|---|---|---|---|---|
| 2350242 | 1.000145 | 14.13.9.4 | 4.9.13.14 (4*83^3 + 9*83^2 + 13*83 + 14) | Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures | Yes |
| 2894473 | 1.000145 | 14.13.5.5 | 5.5.13.14 (5*83^3 + 5*83^2 + 13*83 + 14) | No | |
| -1750899 | 2.000000 | -14.13.5.3 | -3.5.13.14 (-(3*83^3 + 5*83^2 + 13*83 + 14)) | No |
These are the training products that have the "HANDMADE LAMP" tag (processing sequence 6223). 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!! | 2894473 | RR_TRACK_HOMEDECOR, HANDMADE ART | 544231 | HOME GOODS | ||
| 5366 | *HANDMADE* MOSAIC SINGLE WALL SCONE (HARDWARE ONLY NO GLOBES INCLUDED) | 2350242 | Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures | RR_TRACK_HOMEDECOR, HANDMADE ART | 0 | HOME GOODS | |
| 5361 | HANDMADE MOSAIC 10 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | -1750899 | MOSAIC FLOOR LAMP, TURKISH LAMPS, RR_TRACK_HOMEDECOR, HANDMADE ART | -4101141 | HOME GOODS |