Fold 2 - Understanding why coefficient 27640 was selected
Tag: PCLAUDINE
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
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? |
|---|---|---|---|---|---|
| 27640 | 2.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 1805002 | 2.000145 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 222040 | 3.000000 | 15.19.32 | 32.19.15 (32*83^2 + 19*83 + 15) | No |
These are the training products that have the "PCLAUDINE" tag (processing sequence 6734). 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 |
|---|---|---|---|---|---|---|---|
| 31240 | Grey cardigan - size S | 1805002 | none | 1777362 | SISABELLA090323 | ||
| 31278 | Black aviator sunglasses | 222040 | COLOUR_BLACK | 194400 | none | ||
| 31198 | Navy button-up long sleeved dress - size UK 4 | 27640 | none | 0 | none | ||
| 31181 | Blue jacket - size S | 0 | MATERIAL_COTTON | -27640 | SISABELLA090323 |