Fold 0 - Understanding why coefficient 585827 was selected
Tag: BODY LOTION
Selected Coefficient: 585827
Taxonomy Path: 13.3.2.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 585827 | 1.000145 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | Yes | |
| 262 | 1.000290 | 13.3 | 3.13 (3*83 + 13) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "BODY LOTION" tag (processing sequence 2964). 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 |
|---|---|---|---|---|---|---|---|
| 19255 | Lumira Hand & Body Lotion - Paradiso Del Sole | 585827 | none | 0 | none | ||
| 31050 | Eve Taylor Rescue & Repair Body Moisturiser | 585827 | none | 0 | none | ||
| 25645 | Sandalwood Vanilla Body Lotion - 12 oz | 262 | none | -585565 | BODY CARE | ||
| 25678 | Birch-Peppermint Hand Balm | 0 | BODY BUTTER | -585827 | BODY CARE |