Fold 0 - Understanding why coefficient -436963 was selected
Tag: SELF CARE
Selected Coefficient: -436963
Taxonomy Path: -14.1.70
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -436963 | 2.000000 | -14.1.70 | -70.1.14 (-(70*79^2 + 79 + 14)) | Yes | |
| 25459 | 2.000000 | 21.6.4 | 4.6.21 (4*79^2 + 6*79 + 21) | Services > Personal Services > Lifestyle Services | No |
| 37921 | 2.000000 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "SELF CARE" tag (processing sequence 2568). 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 |
|---|---|---|---|---|---|---|---|
| 9073 | Waterhole "Jila" Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 474884 | none | |
| 12359 | Unleash Your Human Design- (Individual) | 25459 | Services > Personal Services > Lifestyle Services | none | 462422 | none | |
| 1706 | Bath Salts - Scented with Essential Oils | -436963 | BATH & BODY, BATHROOM | 0 | none |