Fold 1 - Understanding why coefficient 536876808 was selected
Tag: MOISTURIZERS
Selected Coefficient: 536876808
Taxonomy Path: 13.3.2.9.21
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 536876808 | 2.000000 | 13.3.2.9.21 | 21.9.2.3.13 (21*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | Yes |
| 0 | 3.000000 | 0 | 0 (0) | 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 |
These are the training products that have the "MOISTURIZERS" tag (processing sequence 1702). 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 |
|---|---|---|---|---|---|---|---|
| 2110 | Hyaluronic High Potency Serum | 536876808 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 0 | none | |
| 2111 | Wholesale_Hyaluronic High Potency Serum - 32 oz | 536876808 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 0 | none | |
| 2079 | Organic Coconut Oil with Argan Oil - 100% pure, virgin organic grade | 54296385 | ORGANIC, ARGAN OIL | -482580423 | none | ||
| 2112 | Miracle Moisturizing Facial Serum Gift Set | 0 | ARGAN OIL | -536876808 | none |