Fold 1 - Understanding why coefficient 65684 was selected
Tag: KETOGENIC
Selected Coefficient: 65684
Taxonomy Path: 9.2.13
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Nuts & Seeds
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 65684 | 2.000000 | 9.2.13 | 13.2.9 (13*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | Yes |
| 129251324 | 2.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*71^4 + 6*71^3 + 9*71^2 + 71 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
These are the training products that have the "KETOGENIC" tag (processing sequence 111). 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 |
|---|---|---|---|---|---|---|---|
| 3064 | Dr Mercola Fermented Beta Glucans | 129251324 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 129185640 | ADAPTOGENIC, HERBAL, MINERAL | |
| 3105 | Good Health Glucosamine 1500mg with Condroitin | 129251324 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 129185640 | none | |
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 65684 | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | none | 0 | ALL AGES, APPETITE, GLUTEN FREE, GUT HEALTH | |
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 65684 | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | none | 0 | none |