Fold 4 - Understanding why coefficient -20236 was selected
Tag: LIGHT WIEHT DRESSES
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -20236 | 3.000198 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| -423516 | 3.000793 | -1.1.13.1 | -1.13.1.1 (-(357911 + 13*71^2 + 71 + 1)) | No | |
| 0 | 5.000198 | 0 | 0 (0) | No | |
| -4340301 | 5.000397 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | No |
These are the training products that have the "LIGHT WIEHT DRESSES" tag (processing sequence 941). 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 |
|---|---|---|---|---|---|---|---|
| 929 | Freya | 0 | HUMANS OF RIXO | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 924 | Fleur | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, FEMININE DRESS | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 1034 | One I Love Dress | -20236 | COLORFUL DRESSES, FREE PEOPLE DRESSES | 0 | none | ||
| 899 | Doris | -20236 | CAMI NYC, COLORFUL DRESSES | 0 | none | ||
| 932 | Gem -Pink Check | -20236 | COLORFUL DRESSES, HUMANS OF RIXO | 0 | none | ||
| 961 | Hazy Maisy Maxi | -20236 | COLORFUL DRESSES, FREE PEOPLE DRESSES | 0 | none | ||
| 871 | Daskur Pleated Slip Dress | -423516 | COLORFUL DRESSES, ESSENTIEL ANTWERP | -403280 | none | ||
| 855 | Cinnamon | -4340301 | WHITE | -4320065 | MINI DRESSES |