Fold 0 - Understanding why coefficient 822401784 was selected
Tag: SERUM
Selected Coefficient: 822401784
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? |
|---|---|---|---|---|---|
| 822401784 | 1.000160 | 13.3.2.9.21 | 21.9.2.3.13 (21*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | Yes |
| 2041057 | 1.000320 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
| 820360727 | 3.000000 | 0.0.70.4.21 | 21.4.70.0.0 (21*79^4 + 4*79^3 + 70*79^2) | No |
These are the training products that have the "SERUM" tag (processing sequence 150). 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 |
|---|---|---|---|---|---|---|---|
| 14123 | Luxury Serum Apple Green Tea | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 0 | none | |
| 14130 | Luxury Serum Rose & Rosehip | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 0 | none | |
| 3153 | Living Nature Advanced Renewal Night Serum | 820360727 | FACIAL | -2041057 | ACNE, ANTI-INFLAMMATORY | ||
| 2935 | Absolute Essential Virgin Wheatgerm Oil (Non-GMO) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | -820360727 | none |