Fold 2 - Understanding why coefficient 7816 was selected
Tag: PARTY FAVORS
Selected Coefficient: 7816
Taxonomy Path: 14.11.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 7816 | 3.012048 | 14.11.1 | 1.11.14 (6889 + 11*83 + 14) | Yes | |
| 89820 | 3.012048 | 14.3.13 | 13.3.14 (13*83^2 + 3*83 + 14) | Home & Garden > Decor > Cardboard Cutouts | No |
| -20927 | 4.000000 | -11.3.3 | -3.3.11 (-(3*83^2 + 3*83 + 11)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 1398632 | 4.000000 | 82.1.37.2 | 2.37.1.82 (2*83^3 + 37*83^2 + 83 + 82) | No |
These are the training products that have the "PARTY FAVORS" tag (processing sequence 6963). 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 |
|---|---|---|---|---|---|---|---|
| 13431 | Little Mister One-derful First Birthday Party Favor Pouches, 7" x 5" | 8 ct | 1398632 | POUCHES, LITTLE MISTER ONE-DERFUL | 1390816 | none | ||
| 13089 | Princess Castle Party Favor Boxes | 8 ct | 89820 | Home & Garden > Decor > Cardboard Cutouts | none | 82004 | none | |
| 29479 | Pet Wedding Stir Sticks Dog or Cat Wedding or Bridal Shower Stir Sticks, Personalized Bar Decor Wedding Party Shower Drink Swizzle | 7816 | MODERN DECORATION, BRIDAL PARTY | 0 | DOGS, PETS | ||
| 13227 | Spa Party Plastic Party Favor Cup 16 oz. | 1ct | 0 | CUPS | -7816 | none | ||
| 13418 | Little Miss One-derful First Birthday Party Favor Pouches, 7" x 5" | 8ct | -20927 | POUCHES | -28743 | none |