Fold 3 - Understanding why coefficient 75863 was selected
Tag: IN STOCK
Selected Coefficient: 75863
Taxonomy Path: 1.1.11
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? |
|---|---|---|---|---|---|
| 75863 | 2.000145 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | Yes | |
| 1212548 | 2.000145 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 771389 | 3.000000 | 70.80.28.1 | 1.28.80.70 (571787 + 28*83^2 + 80*83 + 70) | No |
These are the training products that have the "IN STOCK" tag (processing sequence 4824). 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 |
|---|---|---|---|---|---|---|---|
| 31419 | Amelia Love Heart Cardigan | Gray Label | 1212548 | none | 1136685 | none | ||
| 31412 | Nadia Cardigan | Camel | 771389 | TEXTURED | 695526 | POCKETS | ||
| 10840 | Arabella Set Baby Pink | 75863 | none | 0 | FULL PRICE | ||
| 9374 | SAFA - IN STOCK | 0 | __TAB1:FAQ | -75863 | none |