Fold 4 - Understanding why coefficient 1212548 was selected
Tag: IN STOCK
Selected Coefficient: 1212548
Taxonomy Path: 1.1.10.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 1212548 | 0.000290 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 27640 | 0.000581 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 75863 | 0.000581 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | No |
These are the training products that have the "IN STOCK" tag (processing sequence 3997). 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 |
|---|---|---|---|---|---|---|---|
| 31406 | Caitlin Bell Sleeve Knit | Grey | 1212548 | none | 0 | none | ||
| 31412 | Nadia Cardigan | Camel | 1212548 | none | 0 | POCKETS | ||
| 31419 | Amelia Love Heart Cardigan | Gray Label | 1212548 | none | 0 | none | ||
| 10840 | Arabella Set Baby Pink | 75863 | none | -1136685 | FULL PRICE | ||
| 9374 | SAFA - IN STOCK | 27640 | none | -1184908 | __TAB1:FAQ |