Fold 0 - Understanding why coefficient -816714 was selected
Tag: MANUKA
Selected Coefficient: -816714
Taxonomy Path: -1.1.20.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -816714 | 1.000000 | -1.1.20.2 | -2.20.1.1 (-(2*71^3 + 20*71^2 + 71 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "MANUKA" tag (processing sequence 986). 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 |
|---|---|---|---|---|---|---|---|
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 0 | BEACH, INSECT BITES | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | TOPICAL REMEDIES | |
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -816714 | DEODORANT, ACNE, ANTISEPTIC, BEACH | 0 | none |