Fold 4 - Understanding why coefficient 10213137 was selected
Tag: FATIGUE
Selected Coefficient: 10213137
Taxonomy Path: 0.1.38.28
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? |
|---|---|---|---|---|---|
| 10213137 | 2.014085 | 0.1.38.28 | 28.38.1.0 (28*71^3 + 38*71^2 + 71) | Yes | |
| 127764003 | 2.014085 | 0.69.68.1.5 | 5.1.68.69.0 (5*71^4 + 357911 + 68*71^2 + 69*71) | No | |
| -1487321 | 3.000000 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | No | |
| 129251324 | 3.000000 | 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 "FATIGUE" tag (processing sequence 1143). 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 | 119038187 | MANUKA | |
| 3108 | Green Trading Organic Ashwagandha Capsules | 127764003 | ORGANIC | 117550866 | none | ||
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | 10213137 | ORGANIC, OIL | 0 | none | ||
| 3079 | Absolute Essential Base Chakra Oil (Organic) | -1487321 | ORGANIC, AROMATHERAPY | -11700458 | GROUNDING |