Fold 1 - Understanding why coefficient 27640 was selected
Tag: PHOTOSHOOTFAB
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 27640 | 3.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 1191881 | 3.000290 | 1.1.7.2 | 2.7.1.1 (2*83^3 + 7*83^2 + 83 + 1) | No | |
| 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 "PHOTOSHOOTFAB" tag (processing sequence 2585). 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 |
|---|---|---|---|---|---|---|---|
| 27915 | Samantha Scoop Dress | 1191881 | none | 1164241 | none | ||
| 27625 | Lattice Dress | 27640 | none | 0 | none | ||
| 27922 | Sam Dress | 27640 | none | 0 | none | ||
| 27925 | Slub Maxi | 0 | MAXI DRESS | -27640 | NON-MATERNITY | ||
| 27932 | Wren Dress | 0 | SHOWER DRESS | -27640 | FITTED DRESS | ||
| 27767 | Milan Silk Dress/Skirt | -27640 | SHOWER DRESS, MAXI DRESS | -55280 | SKIRTS |