Fold 1 - Understanding why coefficient -335499238 was selected
Tag: MANUKA
Selected Coefficient: -335499238
Taxonomy Path: -27.7.27.14.13
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -335499238 | 2.000000 | -27.7.27.14.13 | -13.14.27.7.27 (-(13*71^4 + 14*71^3 + 27*71^2 + 7*71 + 27)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 129251324 | 2.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*71^4 + 6*71^3 + 9*71^2 + 71 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
These are the training products that have the "MANUKA" tag (processing sequence 1637). 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 |
|---|---|---|---|---|---|---|---|
| 3111 | Harker Herbal Vira Guard | 129251324 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 464750562 | none | |
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 0 | BEACH, INSECT BITES | 335499238 | none | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -335499238 | DEODORANT, ACNE, AROMATHERAPY, BEACH | 0 | none |