Fold 0 - Understanding why coefficient -45422248 was selected
Tag: ANTI-INFLAMMATORY
Selected Coefficient: -45422248
Taxonomy Path: -13.3.10.13.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -45422248 | 3.012658 | -13.3.10.13.1 | -1.13.10.3.13 (-(38950081 + 13*79^3 + 10*79^2 + 3*79 + 13)) | Yes | |
| 15895489894 | 3.012658 | 66.77.64.7.13.5 | 5.13.7.64.77.66 (5*79^5 + 13*79^4 + 7*79^3 + 64*79^2 + 77*79 + 66) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 2041057 | 4.000000 | 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 |
| 625878890 | 4.000000 | 47.2.34.5.16 | 16.5.34.2.47 (16*79^4 + 5*79^3 + 34*79^2 + 2*79 + 47) | No |
These are the training products that have the "ANTI-INFLAMMATORY" tag (processing sequence 4476). 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 |
|---|---|---|---|---|---|---|---|
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | 15895489894 | ANTI-VIRAL, IMMUNITY, ALLERGIES, CARDIOVASCULAR | 15940912142 | none | ||
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 625878890 | DELICIOUS, ANTIOXIDANT, OMEGA, PALEO, SUPERFOOD, SNACK, WELL-BEING | 671301138 | none | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | SERUM, SKIN TONING | 47463305 | none | |
| 19959 | Stephania Root Extract | 0 | JOINTS | 45422248 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | |
| 3071 | Absolute Essential Argan Oil (Organic) | -45422248 | SERUM, CARRIER OIL, SCARS, HAIR CARE | 0 | none |