Fold 4 - Understanding why coefficient 143587511 was selected
Tag: BABY PINK
Selected Coefficient: 143587511
Taxonomy Path: 1.1.10.2.3
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 143587511 | 2.000145 | 1.1.10.2.3 | 3.2.10.1.1 (3*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 1046418517 | 2.000290 | 1.1.7.4.22 | 22.4.7.1.1 (22*83^4 + 4*83^3 + 7*83^2 + 83 + 1) | No | |
| -611247276 | 4.000000 | -1.1.1.73.12 | -12.73.1.1.1 (-(12*83^4 + 73*83^3 + 6889 + 83 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "BABY PINK" tag (processing sequence 5561). 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 |
|---|---|---|---|---|---|---|---|
| 1029 | Not a DB Pagoda Blazer | 1046418517 | SMYTHE BLAZER | 902831006 | SMYTHE WEAR | ||
| 1667 | Maia Cape - 100% Cotton Knit | 143587511 | none | 0 | none | ||
| 1669 | Maia Cape - 100% Cotton Knit | 143587511 | none | 0 | none | ||
| 1697 | Sara Scarf - 100% Cotton Knit | 0 | SS SCARF STOLE | -143587511 | none | ||
| 23248 | Rosas Tulle Jumper | -611247276 | SLOW FASHION, LONDON DESIGNER | -754834787 | none |