Fold 4 - Understanding why coefficient 25044 was selected
Tag: COTTON DRESSES
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 7
Unique residual values tried: 2
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 | 3.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "COTTON DRESSES" tag (processing sequence 381). 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 |
|---|---|---|---|---|---|---|---|
| 968 | Ibiza SS Polo Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | COTTON CITIZEN | |
| 846 | Capri Slit Midi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MIDI DRESS, COTTON CITIZEN, LONG SLEEVES | |
| 1073 | Tulip Wrap | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 845 | Capri L/S Mini | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | PARTY DRESS, COTTON CITIZEN | |
| 961 | Hazy Maisy Maxi | 0 | MAXI DRESSES | -25044 | FREE PEOPLE DRESSES | ||
| 855 | Cinnamon | 0 | CUTE DRESSES | -25044 | none | ||
| 1068 | Syd | 0 | CUTE DRESSES | -25044 | EASY |