Fold 3 - Understanding why coefficient -25044 was selected
Tag: ELEGANT DRESSES
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -25044 | 4.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -6022725 | 8.000000 | -2.2.17.12 | -12.17.2.2 (-(12*79^3 + 17*79^2 + 2*79 + 2)) | No |
These are the training products that have the "ELEGANT DRESSES" tag (processing sequence 1280). 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 |
|---|---|---|---|---|---|---|---|
| 881 | Devi- Pink | 0 | CUTE DRESSES | 25044 | Apparel & Accessories > Clothing > Dresses | FLORAL DRESSES | |
| 1044 | Porter | 0 | CUTE DRESSES | 25044 | Apparel & Accessories > Clothing > Dresses | FLORAL DRESSES | |
| 871 | Daskur Pleated Slip Dress | 0 | CUTE DRESSES | 25044 | Apparel & Accessories > Clothing > Dresses | ESSENTIEL ANTWERP | |
| 937 | Giuliana -Navy | -25044 | BEST DRESS, CUTE DRESSES | 0 | none | ||
| 1051 | Rosheen -Red | -25044 | BEST DRESS, CUTE DRESSES | 0 | none | ||
| 924 | Fleur | -25044 | BEST DRESS, CUTE DRESSES | 0 | FLORAL DRESSES, MAXI DRESSES, PRIMAVERA | ||
| 875 | Delfina | -25044 | BEST DRESS, CUTE DRESSES | 0 | none | ||
| 907 | Dua | -25044 | BEST DRESS, CUTE DRESSES | 0 | FLORAL DRESSES | ||
| 1068 | Syd | -6022725 | BROWN, CUTE DRESSES, EASY | -5997681 | none |