Fold 0 - Understanding why coefficient 480992056 was selected
Tag: FINE LINES & WRINKLES
Selected Coefficient: 480992056
Taxonomy Path: 0.0.63.65.18
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? |
|---|---|---|---|---|---|
| 480992056 | 1.000000 | 0.0.63.65.18 | 18.65.63.0.0 (18*71^4 + 65*71^3 + 63*71^2) | Yes | |
| 481536853 | 1.000000 | 14.5.29.67.18 | 18.67.29.5.14 (18*71^4 + 67*71^3 + 29*71^2 + 5*71 + 14) | No |
These are the training products that have the "FINE LINES & WRINKLES" tag (processing sequence 754). 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 |
|---|---|---|---|---|---|---|---|
| 2111 | Wholesale_Hyaluronic High Potency Serum - 32 oz | 481536853 | BEST SELLER, DRYNESS | 544797 | none | ||
| 2077 | Argan Oil - Rollerball 100% pure, organic | 480992056 | ARGAN OIL, ACNE, BREAKOUTS/BLEMISHES, DRYNESS | 0 | none |