Fold 1 - Understanding why coefficient 675384 was selected
Tag: REVITALISING
Selected Coefficient: 675384
Taxonomy Path: 13.3.15.1
Taxonomy Name: Health & Beauty > Personal Care > Sleeping Aids > Eye Masks
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 675384 | 2.012339 | 13.3.15.1 | 1.15.3.13 (571787 + 15*83^2 + 3*83 + 13) | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | Yes |
| 2363189 | 2.012339 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | No | |
| 954326543 | 2.012339 | 13.3.2.9.20 | 20.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 240784424 | 2.036145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| -55208 | 4.000000 | -13.1.8 | -8.1.13 (-(8*83^2 + 83 + 13)) | No |
These are the training products that have the "REVITALISING" tag (processing sequence 4649). 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 | 954326543 | none | 953651159 | SCARS, CELLULITE, FACE | ||
| 3061 | Dr Mercola Berberine with MicroPQQ Advanced | 240784424 | none | 240109040 | RECOVERY | ||
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 2363189 | none | 1687805 | ANTI-VIRAL, RESTORATIVE | ||
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | 675384 | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | none | 0 | MEDITATION, SLEEP | |
| 3064 | Dr Mercola Fermented Beta Glucans | -55208 | FLU, IMMUNE, MINERAL, MUSCLE RELIEF | -730592 | WOMEN'S HEALTH | ||
| 3083 | Dr Mercola Fermented Black Garlic | -55208 | FLU, IMMUNE, MINERAL, MUSCLE RELIEF | -730592 | WOMEN'S HEALTH |