Fold 1 - 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: 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? |
|---|---|---|---|---|---|
| 50020 | 1.012818 | 13.1.8 | 8.1.13 (8*79^2 + 79 + 13) | Health & Beauty > Health Care > First Aid | Yes |
| 197764900 | 1.012818 | 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 | 1.025316 | 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 |
| -125070 | 3.000000 | -13.3.20 | -20.3.13 (-(20*79^2 + 3*79 + 13)) | No |
These are the training products that have the "MUSCLE RELIEF" tag (processing sequence 3161). 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 |
|---|---|---|---|---|---|---|---|
| 3083 | Dr Mercola Fermented Black Garlic | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197714880 | NUTRITION | |
| 2896 | Absolute Essential Vetiver Essential Oil (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1991037 | none | |
| 3139 | Nature's Kiss Antiflamme Joints | 50020 | Health & Beauty > Health Care > First Aid | none | 0 | none | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -125070 | DIFFUSION, GIFT SET, FAIR TRADE, MATERNITY, BIRTH CARE | -175090 | BABIES |