Fold 1 - 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: 11
Unique residual values tried: 8
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 | 7.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 3286804 | 7.000595 | 1.1.13.9 | 9.13.1.1 (9*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 0 | 8.000198 | 0 | 0 (0) | No | |
| -2908657 | 8.000397 | -0.0.9.8 | -8.9.0.0 (-(8*71^3 + 9*71^2)) | No | |
| -20236 | 10.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| 2822816 | 10.000000 | 69.68.62.7 | 7.62.68.69 (7*71^3 + 62*71^2 + 68*71 + 69) | No | |
| -741964 | 10.000000 | -14.13.5.2 | -2.5.13.14 (-(2*71^3 + 5*71^2 + 13*71 + 14)) | No | |
| 3307040 | 10.000000 | 2.2.17.9 | 9.17.2.2 (9*71^3 + 17*71^2 + 2*71 + 2) | No |
These are the training products that have the "FLOWY DRESSES" tag (processing sequence 1213). 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 | 3307040 | COLORFUL DRESSES, ELEGANT DRESSES | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | HUMANS OF RIXO, LIGHT WIEHT DRESSES, RIXO DRESSES | |
| 881 | Devi- Pink | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | COLORFUL DRESSES, ELEGANT DRESSES, FEMININE DRESS | 3266568 | HUMANS OF RIXO, LIGHT WIEHT DRESSES, RIXO DRESSES | |
| 1085 | Zadie -Spring Ink | 2822816 | BEST DRESS, COLORFUL DRESSES, FEMININE DRESS, FLORAL PATTERNS, FLORAL PATTERS | 2802580 | LIGHT WIEHT DRESSES, RIXO DRESSES | ||
| 1053 | Rosie Posie Midi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE | |
| 899 | Doris | 20236 | Apparel & Accessories > Clothing > Dresses | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | 0 | LIGHT WIEHT DRESSES, MAXI DRESSES, SILK | |
| 1049 | Roma | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 961 | Hazy Maisy Maxi | 0 | COLORFUL DRESSES | -20236 | FREE PEOPLE DRESSES, LIGHT WIEHT DRESSES, MAXI DRESSES | ||
| 904 | Draco | 0 | COLORFUL DRESSES | -20236 | none | ||
| 924 | Fleur | -20236 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES, FEMININE DRESS | -40472 | LIGHT WIEHT DRESSES, MAXI DRESSES | ||
| 994 | Kristen -Navy | -741964 | NAVY, BEST DRESS, BOHEMIAN STYLE, ELEGANT DRESSES, FEMININE DRESS | -762200 | MAXI DRESSES, RIXO DRESSES | ||
| 855 | Cinnamon | -2908657 | WHITE | -2928893 | LIGHT WIEHT DRESSES |