Fold 3 - Understanding why coefficient -7495582 was selected
Tag: VALENTINES DAY
Selected Coefficient: -7495582
Taxonomy Path: -18.4.9.13
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -7495582 | 3.000000 | -18.4.9.13 | -13.9.4.18 (-(13*83^3 + 9*83^2 + 4*83 + 18)) | Yes | |
| 1902356 | 3.000000 | 79.11.27.3 | 3.27.11.79 (3*83^3 + 27*83^2 + 11*83 + 79) | No | |
| 9754999 | 3.000000 | 9.2.5.17 | 17.5.2.9 (17*83^3 + 5*83^2 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | No |
| 240220357 | 3.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "VALENTINES DAY" tag (processing sequence 6765). 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 |
|---|---|---|---|---|---|---|---|
| 27661 | Love is all we need 11oz Mug | 240220357 | none | 247715939 | none | ||
| 7191 | Burgundy Sugar Crystals | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 17250581 | none | |
| 1520 | CHECK MATE BLANKET | 1902356 | BABY, HOME GOODS | 9397938 | none | ||
| 24486 | Thanks for the coffees and hugs card | -7495582 | NICOLA ROWLANDS, CARDS | 0 | none |