Fold 4 - Understanding why coefficient -84865368 was selected
Tag: FACE OILS
Selected Coefficient: -84865368
Taxonomy Path: -13.3.10.14.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -84865368 | 1.000000 | -13.3.10.14.2 | -2.14.10.3.13 (-(2*79^4 + 14*79^3 + 10*79^2 + 3*79 + 13)) | Yes | |
| 8469287 | 1.000000 | 13.3.14.17 | 17.14.3.13 (17*79^3 + 14*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Beard Oil | No |
These are the training products that have the "FACE OILS" tag (processing sequence 3347). 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 |
|---|---|---|---|---|---|---|---|
| 2093 | Organic Atlas Mountain Beard Oil | 8469287 | Health & Beauty > Personal Care > Shaving & Grooming > Beard Oil | none | 93334655 | none | |
| 2083 | Argan Hemp Oil | -84865368 | FINE LINES & WRINKLES, DRYNESS | 0 | none |