Fold 4 - Understanding why coefficient 4043587514 was selected
Tag: SHEA BUTTER
Selected Coefficient: 4043587514
Taxonomy Path: 58.67.52.8.17.2
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? |
|---|---|---|---|---|---|
| 4043587514 | 1.000000 | 58.67.52.8.17.2 | 2.17.8.52.67.58 (2*71^5 + 17*71^4 + 8*71^3 + 52*71^2 + 67*71 + 58) | Yes | |
| 4043688560 | 1.000000 | 0.0.2.9.17.2 | 2.17.9.2.0.0 (2*71^5 + 17*71^4 + 9*71^3 + 2*71^2) | No |
These are the training products that have the "SHEA BUTTER" tag (processing sequence 2027). 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 |
|---|---|---|---|---|---|---|---|
| 2081 | African Black Soap - Hand packed - 1 lb | 4043688560 | SKIN CARE, ANTI-AGEING, BREAKOUTS/BLEMISHES, FACE & BODY CLEANSERS | 101046 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | |
| 2082 | African Black Soap - with Argan Oil - 16 oz | 4043587514 | ARGAN OIL, SKIN CARE, ANTI-AGEING, BREAKOUTS/BLEMISHES, FACE & BODY CLEANSERS | 0 | none |