Fold 0 - Understanding why coefficient 55783706 was selected
Tag: DRYNESS
Selected Coefficient: 55783706
Taxonomy Path: 0.0.61.13.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 55783706 | 2.000198 | 0.0.61.13.2 | 2.13.61.0.0 (2*71^4 + 13*71^3 + 61*71^2) | Yes | |
| 536775762 | 2.000198 | 0.0.53.8.21 | 21.8.53.0.0 (21*71^4 + 8*71^3 + 53*71^2) | No | |
| 54296385 | 3.000000 | 58.67.49.9.2 | 2.9.49.67.58 (2*71^4 + 9*71^3 + 49*71^2 + 67*71 + 58) | No | |
| 537320559 | 3.000000 | 14.5.19.10.21 | 21.10.19.5.14 (21*71^4 + 10*71^3 + 19*71^2 + 5*71 + 14) | No |
These are the training products that have the "DRYNESS" tag (processing sequence 681). 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 | 537320559 | BEST SELLER | 481536853 | FINE LINES & WRINKLES | ||
| 2077 | Argan Oil - Rollerball 100% pure, organic | 536775762 | ARGAN OIL, ACNE, BREAKOUTS/BLEMISHES | 480992056 | FINE LINES & WRINKLES | ||
| 2078 | Mango Butter with Argan Oil | 55783706 | ARGAN OIL | 0 | none | ||
| 2079 | Organic Coconut Oil with Argan Oil - 100% pure, virgin organic grade | 54296385 | ORGANIC, ARGAN OIL | -1487321 | none |