Fold 3 - Understanding why coefficient 6402 was selected
Tag: OIL
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 6402 | 2.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 2041057 | 4.012658 | 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 |
| 431465386 | 4.012658 | 13.1.9.6.11 | 11.6.9.1.13 (11*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Omega Fatty Acids | No |
These are the training products that have the "OIL" tag (processing sequence 2354). 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 |
|---|---|---|---|---|---|---|---|
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 431465386 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Omega Fatty Acids | none | 431458984 | ANTIOXIDANT | |
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 2034655 | DIGESTIVE, FATIGUE, RECOVERY | |
| 7870 | City Glow | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 7871 | Roebling Suspension Bridge, Early Morning | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 7872 | Suspended | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 7881 | 513 Migos | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none |