Fold 3 - Understanding why coefficient 585827 was selected
Tag: LOTIONS
Selected Coefficient: 585827
Taxonomy Path: 13.3.2.1
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 585827 | 0.000435 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | Yes | |
| 6365698 | 0.000581 | 13.3.11.11 | 11.11.3.13 (11*83^3 + 11*83^2 + 3*83 + 13) | No |
These are the training products that have the "LOTIONS" tag (processing sequence 4210). 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 |
|---|---|---|---|---|---|---|---|
| 6517 | Chakra Healing Lotion Number 2 | 6365698 | none | 5779871 | none | ||
| 6526 | Chakra Healing Lotion Number 1 | 6365698 | none | 5779871 | none | ||
| 8250 | Chakra Healing Lotion Number 6 | 6365698 | none | 5779871 | none | ||
| 6443 | Chakra Healing Lotion Number 5 | 585827 | none | 0 | none | ||
| 8249 | Chakra Healing Lotion Number 7 | 585827 | none | 0 | none | ||
| 6457 | Chakra Healing Lotion Number 4 | 585827 | none | 0 | none | ||
| 6516 | Chakra Healing Lotion Number 3 | 585827 | none | 0 | none |