Fold 1 - Understanding why coefficient 240109040 was selected
Tag: RECOVERY
Selected Coefficient: 240109040
Taxonomy Path: 0.81.76.4.5
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? |
|---|---|---|---|---|---|
| 240109040 | 3.012048 | 0.81.76.4.5 | 5.4.76.81.0 (5*83^4 + 4*83^3 + 76*83^2 + 81*83) | Yes | |
| 240729216 | 3.012048 | 0.0.1.6.5 | 5.6.1.0.0 (5*83^4 + 6*83^3 + 6889) | No | |
| -48085316 | 4.000000 | -13.1.8.1.1 | -1.1.8.1.13 (-(47458321 + 571787 + 8*83^2 + 83 + 13)) | No | |
| -20767 | 4.000000 | -17.1.3 | -3.1.17 (-(3*83^2 + 83 + 17)) | No | |
| 242148638 | 4.000000 | 39.3.41.8.5 | 5.8.41.3.39 (5*83^4 + 8*83^3 + 41*83^2 + 3*83 + 39) | No |
These are the training products that have the "RECOVERY" tag (processing sequence 5722). 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 |
|---|---|---|---|---|---|---|---|
| 3063 | Dr Mercola Black Seed Oil (Organic) | 242148638 | IMMUNE, DETOX, BLOOD PRESSURE | 2039598 | HORMONE BALANCE, KETOSIS, WOMEN'S HEALTH, JOINT FUNCTION, MENOPAUSE, JOINT PAIN, HAIR CARE | ||
| 3105 | Good Health Glucosamine 1500mg with Condroitin | 240729216 | MUSCLE RELIEF | 620176 | JOINT FUNCTION, JOINT PAIN | ||
| 3061 | Dr Mercola Berberine with MicroPQQ Advanced | 240109040 | REVITALISING | 0 | none | ||
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | -20767 | REPRODUCTIVE HEALTH, PUBERTY | -240129807 | OIL, HORMONE BALANCE | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | -48085316 | VITAMIN D, IMMUNE, ANTI-VIRAL | -288194356 | CARDIOVASCULAR |