Fold 1 - Understanding why coefficient -1004968 was selected
Tag: HEART
Selected Coefficient: -1004968
Taxonomy Path: -9.2.3.2
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -1004968 | 4.000000 | -9.2.3.2 | -2.3.2.9 (-(2*79^3 + 3*79^2 + 2*79 + 9)) | Yes | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| -394050683 | 8.000000 | -26.2.18.9.10 | -10.9.18.2.26 (-(10*79^4 + 9*79^3 + 18*79^2 + 2*79 + 26)) | No | |
| 6196077374 | 8.000000 | 13.1.9.6.1.2 | 2.1.6.9.1.13 (2*79^5 + 38950081 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Amino Acids > Single Amino Acid Supplements | No |
These are the training products that have the "HEART" tag (processing sequence 2809). 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 |
|---|---|---|---|---|---|---|---|
| 19259 | L-CITRULLINE, 360 Capsules | 6196077374 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Amino Acids > Single Amino Acid Supplements | none | 6197082342 | none | |
| 19266 | Astaxanthin 12mg, 90 Softgels | 0 | EYE | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | |
| 19711 | Restorative Tonic | 0 | PLUS | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | BUHNER & KATE FORMULAS, RESTORATIVE | |
| 3498 | Chocolatier Australia Red Foiled Hearts in Milk Chocolate | -1004968 | WRAPPED CHOCOLATES, MILK CHOCOLATE | 0 | none | ||
| 3501 | Chocolatier Australia Mint Green Foiled Hearts in Milk Chocolate | -1004968 | WRAPPED CHOCOLATES, MILK CHOCOLATE | 0 | none | ||
| 3482 | Chocolatier Australia Assorted Foiled Hearts in Milk Chocolate | -1004968 | WRAPPED CHOCOLATES, MILK CHOCOLATE | 0 | none | ||
| 3495 | Chocolatier Australia Mocha Foiled Hearts in Milk Chocolate | -1004968 | WRAPPED CHOCOLATES, MILK CHOCOLATE | 0 | none | ||
| 3496 | Chocolatier Australia Pink Foiled Hearts in Milk Chocolate | -1004968 | WRAPPED CHOCOLATES, MILK CHOCOLATE | 0 | none | ||
| 19883 | Motherwort Extract | -394050683 | COOLING, SEXUAL HEALTH, SIMPLE EXTRACTS | -393045715 | CARDIOVASCULAR |