Fold 1 - Understanding why coefficient -2894473 was selected
Tag: HANDMADE ART
Selected Coefficient: -2894473
Taxonomy Path: -14.13.5.5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -2894473 | 3.000002 | -14.13.5.5 | -5.5.13.14 (-(5*83^3 + 5*83^2 + 13*83 + 14)) | Yes | |
| -1750899 | 3.000003 | -14.13.5.3 | -3.5.13.14 (-(3*83^3 + 5*83^2 + 13*83 + 14)) | No | |
| -544231 | 4.000145 | -0.0.79 | -79.0.0 (-(79*83^2)) | No | |
| 0 | 4.000145 | 0 | 0 (0) | No | |
| -4645372 | 5.000000 | -28.26.10.8 | -8.10.26.28 (-(8*83^3 + 10*83^2 + 26*83 + 28)) | No |
These are the training products that have the "HANDMADE ART" tag (processing sequence 4597). 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 | RR_TRACK_HOMEDECOR | 2894473 | HANDMADE LAMP, HOME GOODS | ||
| 5366 | *HANDMADE* MOSAIC SINGLE WALL SCONE (HARDWARE ONLY NO GLOBES INCLUDED) | -544231 | RR_TRACK_HOMEDECOR | 2350242 | Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures | HANDMADE LAMP, HOME GOODS | |
| 5364 | HANDMADE MOSAIC NEW SWAN NECK LAMP (FREE AND FAST EXPEDITED 5 DAY SHIPPING) | -1750899 | TURKISH LAMPS, RR_TRACK_HOMEDECOR | 1143574 | HOME GOODS | ||
| 5353 | HANDMADE MOSAIC 9 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | -2894473 | TURKISH LAMPS, RR_TRACK_HOMEDECOR | 0 | HOME GOODS | ||
| 5362 | *HANDMADE* MOSAIC 11 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | -2894473 | TURKISH LAMPS, RR_TRACK_HOMEDECOR | 0 | HOME GOODS | ||
| 5361 | HANDMADE MOSAIC 10 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | -4645372 | MOSAIC FLOOR LAMP, TURKISH LAMPS, RR_TRACK_HOMEDECOR | -1750899 | HANDMADE LAMP, HOME GOODS |