Fold 4 - Understanding why coefficient 1511363 was selected
Tag: TURKISH LAMPS
Selected Coefficient: 1511363
Taxonomy Path: 14.13.5.3
Taxonomy Name: Home & Garden > Lighting > Lamps > Floor Lamps
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1511363 | 2.000002 | 14.13.5.3 | 3.5.13.14 (3*79^3 + 5*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lamps > Floor Lamps | Yes |
| 2497441 | 2.000004 | 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 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "TURKISH LAMPS" tag (processing sequence 1963). 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 |
|---|---|---|---|---|---|---|---|
| 5364 | HANDMADE MOSAIC NEW SWAN NECK LAMP (FREE AND FAST EXPEDITED 5 DAY SHIPPING) | 2497441 | Home & Garden > Lighting > Lamps > Table Lamps | none | 986078 | none | |
| 5353 | HANDMADE MOSAIC 9 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | 1511363 | Home & Garden > Lighting > Lamps > Floor Lamps | none | 0 | none | |
| 5362 | *HANDMADE* MOSAIC 11 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | 1511363 | Home & Garden > Lighting > Lamps > Floor Lamps | none | 0 | none | |
| 5361 | HANDMADE MOSAIC 10 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | 0 | MOSAIC FLOOR LAMP | -1511363 | HANDMADE LAMP | ||
| 5363 | *HANDMADE* MOSAIC 11 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | 0 | MOSAIC FLOOR LAMP | -1511363 | HANDMADE LAMP |