Fold 0 - Understanding why coefficient -6951085 was selected
Tag: AUTUMN HUES
Selected Coefficient: -6951085
Taxonomy Path: -1.1.13.12
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? |
|---|---|---|---|---|---|
| -6951085 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 27640 | 5.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "AUTUMN HUES" tag (processing sequence 2533). 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 |
|---|---|---|---|---|---|---|---|
| 31430 | Kyree Button Dress | Leopard | 27640 | none | 6978725 | DRESS | ||
| 31415 | Amy Leopard Star Sweater | Gray Label | 0 | WINTER HUES | 6951085 | PULLOVER | ||
| 31417 | Dakota Top | Gray Label | 0 | SIZE M/L | 6951085 | CLEARANCE SALE | ||
| 31405 | Sadie Fluffy Sweater | Cobalt Blue | -6951085 | SIZE M/L, WINTER HUES | 0 | CLEARANCE SALE | ||
| 31411 | Sadie Fluffy Sweater | Pink | -6951085 | SIZE M/L, WINTER HUES | 0 | none | ||
| 31414 | Charlotte Knit | Sage - Gray Label | -6951085 | SIZE M/L, WINTER HUES | 0 | none |