Fold 4 - Understanding why coefficient 91 was selected
Tag: BEAD
Selected Coefficient: 91
Taxonomy Path: 12.1
Taxonomy Name: Hardware > Building Consumables
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? |
|---|---|---|---|---|---|
| 91 | 1.000000 | 12.1 | 1.12 (79 + 12) | Hardware > Building Consumables | Yes |
| 25044 | 1.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "BEAD" tag (processing sequence 3326). 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 |
|---|---|---|---|---|---|---|---|
| 9403 | LENA - MODEST | 25044 | Apparel & Accessories > Clothing > Dresses | none | 24953 | __TAB1:FAQ, LACE | |
| 9281 | Ash Glazing Bead FD60 | 91 | Hardware > Building Consumables | none | 0 | none |