Fold 1 - Understanding why coefficient -137793612 was selected
Tag: DETOX
Selected Coefficient: -137793612
Taxonomy Path: -0.81.81.74.2
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? |
|---|---|---|---|---|---|
| -137793612 | 2.012048 | -0.81.81.74.2 | -2.74.81.81.0 (-(2*83^4 + 74*83^3 + 81*83^2 + 81*83)) | Yes | |
| 0 | 2.012048 | 0 | 0 (0) | No | |
| 138042 | 2.012048 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| 240784424 | 2.012048 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "DETOX" tag (processing sequence 4772). 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 |
|---|---|---|---|---|---|---|---|
| 1180 | Supreme Cleanse | 240784424 | none | 378578036 | none | ||
| 5707 | BATH SALTS TRIO<br>SALT POUCHES | 138042 | none | 137931654 | none | ||
| 27053 | Milk Thistle | 0 | IMMUNE | 137793612 | HEALTH | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -137793612 | IMMUNE | 0 | BLOOD PRESSURE, RECOVERY, HORMONE BALANCE, KETOSIS, WOMEN'S HEALTH, JOINT FUNCTION, MENOPAUSE, JOINT PAIN, HAIR CARE |