Fold 4 - Understanding why coefficient -1511363 was selected
Tag: HANDMADE LAMP
Selected Coefficient: -1511363
Taxonomy Path: -14.13.5.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -1511363 | 1.000000 | -14.13.5.3 | -3.5.13.14 (-(3*79^3 + 5*79^2 + 13*79 + 14)) | Yes | |
| 2029366 | 2.000000 | 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 | No |
These are the training products that have the "HANDMADE LAMP" tag (processing sequence 2444). 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 |
|---|---|---|---|---|---|---|---|
| 5366 | *HANDMADE* MOSAIC SINGLE WALL SCONE (HARDWARE ONLY NO GLOBES INCLUDED) | 2029366 | Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures | none | 3540729 | none | |
| 5361 | HANDMADE MOSAIC 10 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | -1511363 | MOSAIC FLOOR LAMP, TURKISH LAMPS | 0 | none | ||
| 5363 | *HANDMADE* MOSAIC 11 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | -1511363 | MOSAIC FLOOR LAMP, TURKISH LAMPS | 0 | none |