Fold 3 - Understanding why coefficient 735620429 was selected
Tag: FINE LINES & WRINKLES
Selected Coefficient: 735620429
Taxonomy Path: 0.0.1.70.18
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? |
|---|---|---|---|---|---|
| 735620429 | 0.000160 | 0.0.1.70.18 | 18.70.1.0.0 (18*79^4 + 70*79^3 + 6241) | Yes | |
| 739577223 | 0.000160 | 0.0.3.78.18 | 18.78.3.0.0 (18*79^4 + 78*79^3 + 3*79^2) | No |
These are the training products that have the "FINE LINES & WRINKLES" tag (processing sequence 1382). 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 | 739577223 | ARGAN OIL, ACNE, ANTI-AGEING, BREAKOUTS/BLEMISHES, DRYNESS | 3956794 | none | ||
| 2111 | Wholesale_Hyaluronic High Potency Serum - 32 oz | 735620429 | ANTI-AGEING, DRYNESS | 0 | none |