Fold 3 - Understanding why coefficient -15541082319 was selected
Tag: REVITALISING
Selected Coefficient: -15541082319
Taxonomy Path: -0.0.0.0.4.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -15541082319 | 2.000000 | -0.0.0.0.4.5 | -5.4.0.0.0.0 (-(5*79^5 + 4*79^4)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 2041057 | 2.000160 | 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 |
| 783451703 | 2.000160 | 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 |
These are the training products that have the "REVITALISING" tag (processing sequence 3263). 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 | 16324534022 | COLLAGEN, SCARS | |
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 15543123376 | RESTORATIVE, DEPRESSION | |
| 3064 | Dr Mercola Fermented Beta Glucans | 0 | NUTRITION, IMMUNE, ANTIOXIDANT | 15541082319 | MINERAL | ||
| 3061 | Dr Mercola Berberine with MicroPQQ Advanced | -15541082319 | ALLERGIES, ANTIOXIDANT, ENERGY | 0 | RECOVERY |