Fold 1 - 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: 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? |
|---|---|---|---|---|---|
| 822401784 | 0.000160 | 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 |
| 84865368 | 0.000481 | 13.3.10.14.2 | 2.14.10.3.13 (2*79^4 + 14*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | No |
These are the training products that have the "SERUM" tag (processing sequence 136). 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 |
|---|---|---|---|---|---|---|---|
| 3153 | Living Nature Advanced Renewal Night Serum | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 0 | ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, ECZEMA | |
| 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 | |
| 3071 | Absolute Essential Argan Oil (Organic) | 84865368 | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | none | -737536416 | ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, CRADLE CAP, ECZEMA, HAIR CARE, NAPPY RASH, SCARS |