Fold 2 - Understanding why coefficient 240784424 was selected
Tag: WELLNESS
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 240784424 | 5.000290 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 4179825067 | 5.000290 | 13.1.9.6.5.1 | 1.5.6.9.1.13 (3939040643 + 5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 2397468 | 5.000292 | 13.1.16.4 | 4.16.1.13 (4*83^3 + 16*83^2 + 83 + 13) | No | |
| 1825681 | 5.000292 | 13.1.16.3 | 3.16.1.13 (3*83^3 + 16*83^2 + 83 + 13) | No | |
| 0 | 6.000002 | 0 | 0 (0) | No | |
| -571787 | 6.000003 | -0.0.0.1 | -1.0.0.0 (-(571787)) | No | |
| -606565 | 8.000000 | -1.4.5.1 | -1.5.4.1 (-(571787 + 5*83^2 + 4*83 + 1)) | No | |
| 245847174 | 8.000000 | 12.76.79.14.5 | 5.14.79.76.12 (5*83^4 + 14*83^3 + 79*83^2 + 76*83 + 12) | No |
These are the training products that have the "WELLNESS" tag (processing sequence 6851). 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 |
|---|---|---|---|---|---|---|---|
| 14039 | Swanson St. John's Wort | 4179825067 | none | 3939040643 | none | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | 245847174 | VITAMIN D, IMMUNE, BRAIN HEALTH, BLOOD PRESSURE, DETOX, ALLERGIES, RECOVERY | 5062750 | none | ||
| 31313 | Golden Milk Powder | 240784424 | none | 0 | none | ||
| 29842 | JointPro - 10ml Cream Pumps - Last Batch - EXP 3/31/23 - Limited QTY | 2397468 | none | -238386956 | none | ||
| 29843 | Zoiben: Parasite Cleanse and Yeast Detox (60mL) | 1825681 | none | -238958743 | none | ||
| 17099 | 3-Day Private Wellness Retreat | 0 | MEDITATION | -240784424 | none | ||
| 17110 | 3-day Cottage Escape - North Kawartha, ON | 0 | MEDITATION | -240784424 | none | ||
| 17180 | Mala Making Ceremony | -571787 | MEDITATION | -241356211 | none | ||
| 9990 | Homemade Natural Mala Necklace | -606565 | MEDITATION | -241390989 | HEALTH |