Fold 2 - Understanding why coefficient 240784424 was selected
Tag: LIVER
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 240784424 | 3.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 110320 | 3.000290 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| 0 | 4.012048 | 0 | 0 (0) | No | |
| 1137752961 | 4.012048 | 0.2.68.80.23 | 23.80.68.2.0 (23*83^4 + 80*83^3 + 68*83^2 + 2*83) | No | |
| 242038318 | 5.000000 | 26.2.25.8.5 | 5.8.25.2.26 (5*83^4 + 8*83^3 + 25*83^2 + 2*83 + 26) | No |
These are the training products that have the "LIVER" tag (processing sequence 4588). 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 | 1137752961 | FATIGUE, BIRTH CARE | 896968537 | GENTLE, BABIES | ||
| 19886 | Myco Formula | 242038318 | CORDYCEPS | 1253894 | ISATIS, BAIKAL, GINGER | ||
| 3109 | Green Trading Organic Brahmi Capsules | 240784424 | none | 0 | CIRCULATION, BLOOD PRESSURE | ||
| 19882 | Milk Thistle Seed Extract | 240784424 | none | 0 | none | ||
| 19848 | Greater Celandine Extract | 110320 | none | -240674104 | none | ||
| 19973 | Turkey Tails Extract | 0 | IMMUNE | -240784424 | none |