Fold 4 - Understanding why coefficient 35856 was selected
Tag: FLORAL
Selected Coefficient: 35856
Taxonomy Path: 1.8.7
Taxonomy Name: Apparel & Accessories > Shoes > Slippers
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? |
|---|---|---|---|---|---|
| 35856 | 3.014085 | 1.8.7 | 7.8.1 (7*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Slippers | Yes |
| 3997585 | 3.014085 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -333583360 | 4.000000 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)) | No | |
| 162 | 4.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
| 73357355 | 4.000000 | 13.10.68.62.2 | 2.62.68.10.13 (2*71^4 + 62*71^3 + 68*71^2 + 10*71 + 13) | No |
These are the training products that have the "FLORAL" tag (processing sequence 2465). 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 |
|---|---|---|---|---|---|---|---|
| 6415 | Fair Trade Mexican Round Plates, Set of 2 | 73357355 | BLUE | 73321499 | none | ||
| 7 | Olive Printed Cool Pants | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 3961729 | none | |
| 9884 | Floral steps | 35856 | Apparel & Accessories > Shoes > Slippers | none | 0 | none | |
| 6536 | Heart Chakra Ritual Kit | 162 | Religious & Ceremonial > Religious Items | none | -35694 | none | |
| 6457 | Chakra Healing Lotion Number 4 | -333583360 | ALKEMIE, BODY CARE | -333619216 | none |