Fold 2 - Understanding why coefficient -395529800 was selected
Tag: FERTILITY
Selected Coefficient: -395529800
Taxonomy Path: -26.2.18.12.10
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -395529800 | 3.000000 | -26.2.18.12.10 | -10.12.18.2.26 (-(10*79^4 + 12*79^3 + 18*79^2 + 2*79 + 26)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 19198 | 3.000000 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 99948 | 3.000000 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
These are the training products that have the "FERTILITY" tag (processing sequence 3162). 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 |
|---|---|---|---|---|---|---|---|
| 19712 | Rhodiola Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 395629748 | DEPRESSION | |
| 12072 | I Am Fertile | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 395548998 | none | |
| 3108 | Green Trading Organic Ashwagandha Capsules | 0 | ADRENAL | 395529800 | none | ||
| 3110 | Green Trading Organic Shatavari Powder | -395529800 | LIBIDO, ANTIOXIDANT, IMMUNE | 0 | none |