Fold 0 - Understanding why coefficient -432476416 was selected
Tag: LAYERS
Selected Coefficient: -432476416
Taxonomy Path: -1.1.13.8.11
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -432476416 | 3.000002 | -1.1.13.8.11 | -11.8.13.1.1 (-(11*79^4 + 8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -4025525 | 3.000002 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -7969837 | 3.000004 | -1.1.13.16 | -16.13.1.1 (-(16*79^3 + 13*79^2 + 79 + 1)) | No | |
| 0 | 3.000162 | 0 | 0 (0) | No | |
| 493039 | 3.000162 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| -2508882 | 3.000320 | -0.0.7.5 | -5.7.0.0 (-(5*79^3 + 7*79^2)) | No |
These are the training products that have the "LAYERS" tag (processing sequence 1893). 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 |
|---|---|---|---|---|---|---|---|
| 9465 | Fan Of A Fan Kelly Green Criss Cross Cami | 493039 | 2023LAUNCH | 432969455 | TANKS | ||
| 9480 | Good Times Fuchsia Cardigan | 0 | PINK, 2023LAUNCH, CARDIGANS | 432476416 | none | ||
| 9411 | Neon Hot Pink Criss Cross Bralette | -2508882 | 2023LAUNCH | 429967534 | none | ||
| 9432 | Refuse To Lose Navy Blazer | -4025525 | 2023LAUNCH, BLAZERS | 428450891 | none | ||
| 9596 | Walk Through It Light Pink Kimono | -7969837 | 2023LAUNCH, KIMONOS | 424506579 | none | ||
| 9781 | Natures Best Ivory Blazer | -432476416 | 2023LAUNCH, BLAZERS | 0 | none |