Fold 0 - Understanding why coefficient 4009490 was selected
Tag: SPECIALTY
Selected Coefficient: 4009490
Taxonomy Path: 9.1.1.7
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 4009490 | 4.012048 | 9.1.1.7 | 7.1.1.9 (7*83^3 + 6889 + 83 + 9) | Yes | |
| 1164416 | 4.036145 | 9.2.3.2 | 2.3.2.9 (2*83^3 + 3*83^2 + 2*83 + 9) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -9754999 | 7.000000 | -9.2.5.17 | -17.5.2.9 (-(17*83^3 + 5*83^2 + 2*83 + 9)) | No | |
| 6365698 | 7.000000 | 13.3.11.11 | 11.11.3.13 (11*83^3 + 11*83^2 + 3*83 + 13) | No |
These are the training products that have the "SPECIALTY" tag (processing sequence 2931). 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 |
|---|---|---|---|---|---|---|---|
| 33395 | Passionfruit & Lime Massage Soap | 6365698 | none | 2356208 | SOAP | ||
| 14958 | Sauternes 2020 375ml | 4009490 | none | 0 | none | ||
| 14916 | Little Sumo Junmai Sake Cup 200ml | 4009490 | none | 0 | none | ||
| 15090 | Cooking Sherry 750ml | 4009490 | none | 0 | none | ||
| 2758 | Decorated Chocolate Molds | 1164416 | none | -2845074 | NOVELTY | ||
| 14950 | Rieslaner Auslese 2023 375ml | 0 | WHITE-WINE | -4009490 | none | ||
| 14942 | Pius Auslese 2023 375ml | 0 | WHITE-WINE | -4009490 | none | ||
| 14902 | Kosher Sauvignon Blanc 2022 | -9754999 | WHITE-WINE, KOSHER | -13764489 | none |