Fold 1 - Understanding why coefficient -4023344 was selected
Tag: GAME
Selected Coefficient: -4023344
Taxonomy Path: -2.2.3.7
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -4023344 | 1.000000 | -2.2.3.7 | -7.3.2.2 (-(7*83^3 + 3*83^2 + 2*83 + 2)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "GAME" tag (processing sequence 3545). 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 |
|---|---|---|---|---|---|---|---|
| 27621 | Armadillo Otaku Anime Vintage by DOTC 11oz Mug | 0 | WEARING, FRIENDS, GATHERING | 4023344 | OFFICE, PERFECT GIFT, HOME, SPECIAL | ||
| 17667 | Polar Bear Igloo Dog Toy | -4023344 | DOG TOY, PLAY | 0 | none | ||
| 22150 | Christmas Eve Cookies Dog Toy | -4023344 | DOG TOY, PLAY | 0 | none |