Fold 2 - 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: 3
Unique residual values tried: 3
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 | 1.014085 | 1.8.7 | 7.8.1 (7*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Slippers | Yes |
| 3997585 | 1.014085 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 162 | 2.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "FLORAL" tag (processing sequence 2470). 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 |
|---|---|---|---|---|---|---|---|
| 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 |