Fold 4 - Understanding why coefficient 586654 was selected
Tag: SHEA BUTTER
Selected Coefficient: 586654
Taxonomy Path: 0.0.15.1
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? |
|---|---|---|---|---|---|
| 586654 | 1.000000 | 0.0.15.1 | 1.15.0.0 (493039 + 15*79^2) | Yes | |
| 711724 | 1.000000 | 13.3.35.1 | 1.35.3.13 (493039 + 35*79^2 + 3*79 + 13) | No |
These are the training products that have the "SHEA BUTTER" tag (processing sequence 2582). 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 | 711724 | SKIN CARE, ANTI-AGEING, BREAKOUTS/BLEMISHES, FACE & BODY CLEANSERS | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | |
| 2082 | African Black Soap - with Argan Oil - 16 oz | 586654 | ARGAN OIL, SKIN CARE, ANTI-AGEING, BREAKOUTS/BLEMISHES, FACE & BODY CLEANSERS | 0 | none |