Fold 4 - Understanding why coefficient 586904 was selected
Tag: REVITALISING
Selected Coefficient: 586904
Taxonomy Path: 13.3.15.1
Taxonomy Name: Health & Beauty > Personal Care > Sleeping Aids > Eye Masks
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 586904 | 2.012818 | 13.3.15.1 | 1.15.3.13 (493039 + 15*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | Yes |
| 783451703 | 2.012818 | 13.3.2.9.20 | 20.9.2.3.13 (20*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | No |
| 197764900 | 2.025316 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "REVITALISING" tag (processing sequence 2739). 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 |
|---|---|---|---|---|---|---|---|
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none | 782864799 | ACNE | |
| 3061 | Dr Mercola Berberine with MicroPQQ Advanced | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197177996 | none | |
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | 586904 | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | none | 0 | MEDITATION, SLEEP | |
| 3064 | Dr Mercola Fermented Beta Glucans | 0 | MINERAL | -586904 | WOMEN'S HEALTH, IMMUNITY, ADAPTOGENIC | ||
| 3083 | Dr Mercola Fermented Black Garlic | 0 | MINERAL | -586904 | WOMEN'S HEALTH, IMMUNITY, ADAPTOGENIC |