Fold 1 - Understanding why coefficient -45322300 was selected
Tag: DETOX
Selected Coefficient: -45322300
Taxonomy Path: -0.2.73.12.1
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? |
|---|---|---|---|---|---|
| -45322300 | 3.012658 | -0.2.73.12.1 | -1.12.73.2.0 (-(38950081 + 12*79^3 + 73*79^2 + 2*79)) | Yes | |
| 0 | 3.012658 | 0 | 0 (0) | No | |
| 125070 | 3.012658 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 197764900 | 3.012658 | 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 |
| 15738947167 | 4.000000 | 26.2.25.6.9.5 | 5.9.6.25.2.26 (5*79^5 + 9*79^4 + 6*79^3 + 25*79^2 + 2*79 + 26) | No |
These are the training products that have the "DETOX" tag (processing sequence 4506). 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 |
|---|---|---|---|---|---|---|---|
| 3086 | Dr Mercola Vitamins D3 & K2 | 15738947167 | KETOGENIC, HORMONE BALANCE, NERVOUS SYSTEM | 15784269467 | none | ||
| 1180 | Supreme Cleanse | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 243087200 | none | |
| 5707 | BATH SALTS TRIO<br>SALT POUCHES | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 45447370 | none | |
| 9991 | The Sir Jason Winters Story: Killing Cancer by Sir Jason Winters - Book Paperback | 0 | BOOKS | 45322300 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -45322300 | DIGESTIVE, KETOGENIC, HORMONE BALANCE, HAIR CARE, NERVOUS SYSTEM | 0 | none |