Fold 2 - Understanding why coefficient 75687 was selected
Tag: TOPSBUTTON UP
Selected Coefficient: 75687
Taxonomy Path: 1.1.15
Taxonomy Name: Apparel & Accessories > Clothing > Skirts
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 75687 | 3.000198 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 423516 | 3.000198 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| -5857786 | 4.000000 | -2.2.26.16 | -16.26.2.2 (-(16*71^3 + 26*71^2 + 2*71 + 2)) | No | |
| -3585230 | 4.000000 | -14.15.1.10 | -10.1.15.14 (-(10*71^3 + 5041 + 15*71 + 14)) | No | |
| -2928893 | 4.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No |
These are the training products that have the "TOPSBUTTON UP" tag (processing sequence 2250). 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 |
|---|---|---|---|---|---|---|---|
| 966 | Hunter: White | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 347829 | none | |
| 1084 | Wylan | 75687 | Apparel & Accessories > Clothing > Skirts | BUTTON DOWN SHIRT, BUTTON DWN, CREAM | 0 | none | |
| 870 | Daron Oversized Shirt | -2928893 | OVERSIZED, BUTTON DOWN SHIRT, ESSENTIEL ANTWERP | -3004580 | none | ||
| 877 | Desdemona | -3585230 | BUTTON DOWN SHIRT, BUTTON DWN, PATCHWORK | -3660917 | none | ||
| 894 | Dolivia | -5857786 | WHITE, BUTTON DOWN SHIRT, BUTTON DWN, ESSENTIEL ANTWERP | -5933473 | none |