Fold 1 - Understanding why coefficient 523254079 was selected
Tag: OFFICE
Selected Coefficient: 523254079
Taxonomy Path: 1.1.10.2.11
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 523254079 | 3.000000 | 1.1.10.2.11 | 11.2.10.1.1 (11*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| -592454 | 4.000145 | -0.0.3.1 | -1.3.0.0 (-(571787 + 3*83^2)) | No | |
| 0 | 4.000145 | 0 | 0 (0) | No | |
| 4023344 | 5.000000 | 2.2.3.7 | 7.3.2.2 (7*83^3 + 3*83^2 + 2*83 + 2) | No |
These are the training products that have the "OFFICE" tag (processing sequence 4627). 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 |
|---|---|---|---|---|---|---|---|
| 11544 | Sacou negru | 523254079 | none | 0 | none | ||
| 11594 | Sacou negru cu brandenburgi | 523254079 | none | 0 | none | ||
| 11678 | Sacou din lana | 523254079 | none | 0 | PRIMAVARA, LANA | ||
| 27621 | Armadillo Otaku Anime Vintage by DOTC 11oz Mug | 4023344 | WEARING, FRIENDS, GATHERING, GAME | -519230735 | PERFECT GIFT, HOME, SPECIAL | ||
| 6204 | Oak Taper Leg Desk | 0 | DESKS | -523254079 | none | ||
| 27946 | Ginny Crop Cardi | -592454 | BLOUSE | -523846533 | none |