Fold 2 - Understanding why coefficient 20236 was selected
Tag: FLOWY DRESSES
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 20236 | 5.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -2888421 | 5.000793 | -70.69.4.8 | -8.4.69.70 (-(8*71^3 + 4*71^2 + 69*71 + 70)) | No | |
| 0 | 6.000198 | 0 | 0 (0) | No | |
| -2908657 | 6.000595 | -0.0.9.8 | -8.9.0.0 (-(8*71^3 + 9*71^2)) | No | |
| -423516 | 9.000000 | -1.1.13.1 | -1.13.1.1 (-(357911 + 13*71^2 + 71 + 1)) | No |
These are the training products that have the "FLOWY DRESSES" tag (processing sequence 1209). 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 |
|---|---|---|---|---|---|---|---|
| 932 | Gem -Pink Check | 20236 | Apparel & Accessories > Clothing > Dresses | COLORFUL DRESSES, EXPENSIVE DRESSES | 0 | none | |
| 1053 | Rosie Posie Midi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE | |
| 881 | Devi- Pink | 20236 | Apparel & Accessories > Clothing > Dresses | COLORFUL DRESSES, EXPENSIVE DRESSES | 0 | none | |
| 1049 | Roma | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 924 | Fleur | 0 | BEST DRESS, COLORFUL DRESSES, EXPENSIVE DRESSES | -20236 | MAXI DRESSES | ||
| 961 | Hazy Maisy Maxi | 0 | COLORFUL DRESSES | -20236 | FREE PEOPLE DRESSES, MAXI DRESSES | ||
| 1034 | One I Love Dress | 0 | COLORFUL DRESSES | -20236 | FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE, MAXI DRESSES | ||
| 1085 | Zadie -Spring Ink | -423516 | BEST DRESS, COLORFUL DRESSES, EXPENSIVE DRESSES, FLORAL PATTERNS | -443752 | none | ||
| 855 | Cinnamon | -2888421 | WHITE, EXPENSIVE DRESSES | -2908657 | none | ||
| 871 | Daskur Pleated Slip Dress | -2908657 | COLORFUL DRESSES, ESSENTIEL ANTWERP, EXPENSIVE DRESSES | -2928893 | none |