Fold 0 - Understanding why coefficient 50020 was selected
Tag: MUSCLE RELIEF
Selected Coefficient: 50020
Taxonomy Path: 13.1.8
Taxonomy Name: Health & Beauty > Health Care > First Aid
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 50020 | 2.012818 | 13.1.8 | 8.1.13 (8*79^2 + 79 + 13) | Health & Beauty > Health Care > First Aid | Yes |
| 197764900 | 2.012818 | 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 |
| 2041057 | 2.025316 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "MUSCLE RELIEF" tag (processing sequence 2710). 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 |
|---|---|---|---|---|---|---|---|
| 3105 | Good Health Glucosamine 1500mg with Condroitin | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197714880 | PALEO, JOINT FUNCTION | |
| 2896 | Absolute Essential Vetiver Essential Oil (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1991037 | SENSUALITY, ADRENAL, GROUNDING | |
| 3139 | Nature's Kiss Antiflamme Joints | 50020 | Health & Beauty > Health Care > First Aid | none | 0 | CIRCULATION, COLLAGEN, JOINT FUNCTION | |
| 3064 | Dr Mercola Fermented Beta Glucans | 0 | ANTIOXIDANT | -50020 | REVITALISING, HERBAL, IMMUNITY, PALEO | ||
| 3083 | Dr Mercola Fermented Black Garlic | 0 | ANTIOXIDANT | -50020 | REVITALISING, HERBAL, IMMUNITY, PALEO |