Fold 1 - Understanding why coefficient 1001784864 was selected
Tag: FINE LINES & WRINKLES
Selected Coefficient: 1001784864
Taxonomy Path: 13.3.2.9.21
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1001784864 | 0.000145 | 13.3.2.9.21 | 21.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 138042 | 0.000581 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No |
These are the training products that have the "FINE LINES & WRINKLES" tag (processing sequence 2748). 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 |
|---|---|---|---|---|---|---|---|
| 2077 | Argan Oil - Rollerball 100% pure, organic | 1001784864 | none | 0 | EYE CARE | ||
| 2083 | Argan Hemp Oil | 1001784864 | none | 0 | MOISTURIZING | ||
| 2110 | Hyaluronic High Potency Serum | 1001784864 | none | 0 | none | ||
| 2111 | Wholesale_Hyaluronic High Potency Serum - 32 oz | 1001784864 | none | 0 | none | ||
| 32239 | Men's Face Kit | 138042 | none | -1001646822 | none |