Fold 4 - Understanding why coefficient 27640 was selected
Tag: CLEARANCE SALE
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 27640 | 3.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| -62085 | 4.000000 | -1.1.9 | -9.1.1 (-(9*83^2 + 83 + 1)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "CLEARANCE SALE" tag (processing sequence 4627). 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 |
|---|---|---|---|---|---|---|---|
| 4046 | Flora Embroidered frock | 27640 | none | 0 | none | ||
| 4058 | Babyish Blue Embellished Frock | 27640 | none | 0 | none | ||
| 4234 | Pastel Yellow Embroidered Frock | 27640 | none | 0 | none | ||
| 31417 | Dakota Top | Gray Label | 0 | AUTUMN HUES | -27640 | none | ||
| 31405 | Sadie Fluffy Sweater | Cobalt Blue | -62085 | AUTUMN HUES, JUMPER | -89725 | none | ||
| 31413 | Ally Leopard Sweater | -62085 | AUTUMN HUES, JUMPER | -89725 | none |