Fold 1 - Understanding why coefficient 99948 was selected
Tag: LIVER
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 99948 | 3.000160 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 197764900 | 3.000160 | 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 |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 5111551 | 4.000000 | 14.2.29.10 | 10.29.2.14 (10*79^3 + 29*79^2 + 2*79 + 14) | No | |
| 406308240 | 4.000000 | 22.5.7.34.10 | 10.34.7.5.22 (10*79^4 + 34*79^3 + 7*79^2 + 5*79 + 22) | No |
These are the training products that have the "LIVER" tag (processing sequence 3681). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 406308240 | BIRTH CARE, CRADLE CAP | 406208292 | BABIES | ||
| 19882 | Milk Thistle Seed Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197664952 | none | |
| 19886 | Myco Formula | 5111551 | VIRAL | 5011603 | COMPOUND EXTRACT, BUHNER & KATE FORMULAS | ||
| 19848 | Greater Celandine Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19973 | Turkey Tails Extract | 0 | MUSHROOM EXTRACTS | -99948 | none |