Fold 0 - 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 | 2.012048 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 186170 | 2.012048 | 1.2.27 | 27.2.1 (27*83^2 + 2*83 + 1) | No | |
| -41501 | 3.000000 | -1.2.6 | -6.2.1 (-(6*83^2 + 2*83 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "PCLAUDINE" tag (processing sequence 4830). 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 |
|---|---|---|---|---|---|---|---|
| 31278 | Black aviator sunglasses | 186170 | none | 158530 | none | ||
| 31198 | Navy button-up long sleeved dress - size UK 4 | 27640 | none | 0 | none | ||
| 31240 | Grey cardigan - size S | 0 | SISABELLA090323 | -27640 | none | ||
| 31223 | Neutral cropped cardigan - size XS | -41501 | SISABELLA090323, OUT-OF-STOCK-POLICE | -69141 | none |