Fold 4 - Understanding why coefficient 262 was selected
Tag: SOAP
Selected Coefficient: 262
Taxonomy Path: 13.3
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 262 | 0.000290 | 13.3 | 3.13 (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 | |
| 48044148 | 0.000581 | 13.3.2.1.1 | 1.1.2.3.13 (47458321 + 571787 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "SOAP" tag (processing sequence 4079). 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 |
|---|---|---|---|---|---|---|---|
| 33508 | Goats Milk Soap | 48044148 | none | 48043886 | none | ||
| 33395 | Passionfruit & Lime Massage Soap | 6365698 | none | 6365436 | none | ||
| 24797 | Sea to Summit Wilderness Wash 100ml | 262 | none | 0 | none | ||
| 25676 | Bar Soap: Grapefruit Patchouli | 262 | none | 0 | BODY CARE | ||
| 33384 | Bubbles & Berries Oval Soap | 262 | none | 0 | none |