Fold 0 - Understanding why coefficient 37941 was selected
Tag: WELLNESS
Selected Coefficient: 37941
Taxonomy Path: 21.6.6
Taxonomy Name: Services > Personal Services > Fitness & Wellness
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 15416773831 | 6.000002 | 66.75.68.63.0.5 | 5.0.63.68.75.66 (5*79^5 + 63*79^3 + 68*79^2 + 75*79 + 66) | No | |
| 15417266870 | 6.000002 | 66.75.68.64.0.5 | 5.0.64.68.75.66 (5*79^5 + 64*79^3 + 68*79^2 + 75*79 + 66) | No | |
| 37941 | 6.000002 | 21.6.6 | 6.6.21 (6*79^2 + 6*79 + 21) | Services > Personal Services > Fitness & Wellness | Yes |
| 530980 | 6.000002 | 21.6.6.1 | 1.6.6.21 (493039 + 6*79^2 + 6*79 + 21) | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | No |
| 3274821299 | 6.012658 | 13.1.9.6.5.1 | 1.5.6.9.1.13 (3077056399 + 5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements > Flower Essence Remedies | No |
| 3432057211 | 6.012658 | 13.3.2.9.9.1 | 1.9.9.2.3.13 (3077056399 + 9*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | No |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 6419 | 7.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
These are the training products that have the "WELLNESS" tag (processing sequence 4344). 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 |
|---|---|---|---|---|---|---|---|
| 3086 | Dr Mercola Vitamins D3 & K2 | 15417266870 | IMMUNE, ADAPTOGENIC, ALLERGIES, RECOVERY, DEPRESSION, WELL-BEING | 15417228929 | DETOX, BRAIN HEALTH, MENOPAUSE | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | 15416773831 | ANTI-VIRAL, IMMUNE, ADAPTOGENIC, ALLERGIES, RECOVERY | 15416735890 | none | ||
| 5805 | Sniffle Stick for Noses | 3432057211 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | none | 3432019270 | none | |
| 14039 | Swanson St. John's Wort | 3274821299 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements > Flower Essence Remedies | none | 3274783358 | none | |
| 17099 | 3-Day Private Wellness Retreat | 530980 | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | none | 493039 | none | |
| 17180 | Mala Making Ceremony | 37941 | Services > Personal Services > Fitness & Wellness | none | 0 | none | |
| 9990 | Homemade Natural Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | -31522 | HEALTH | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | IMMUNE, ADAPTOGENIC, ALLERGIES, DIGESTIVE, RECOVERY, DEPRESSION, WELL-BEING | -37941 | DETOX, BRAIN HEALTH, HAIR CARE, MENOPAUSE |