Fold 1 - Understanding why coefficient -443752 was selected
Tag: ELEGANT DRESSES
Selected Coefficient: -443752
Taxonomy Path: -2.2.17.1
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -443752 | 8.000000 | -2.2.17.1 | -1.17.2.2 (-(357911 + 17*71^2 + 2*71 + 2)) | Yes | |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -20236 | 8.014283 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| -423516 | 8.014283 | -1.1.13.1 | -1.13.1.1 (-(357911 + 13*71^2 + 71 + 1)) | No | |
| 2777448 | 8.028169 | 70.68.53.7 | 7.53.68.70 (7*71^3 + 53*71^2 + 68*71 + 70) | No | |
| -3630813 | 10.000000 | -15.18.10.10 | -10.10.18.15 (-(10*71^3 + 10*71^2 + 18*71 + 15)) | No | |
| 20236 | 10.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "ELEGANT DRESSES" tag (processing sequence 687). 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 |
|---|---|---|---|---|---|---|---|
| 1068 | Syd | 2777448 | BROWN, EASY | 3221200 | FRAILS | ||
| 929 | Freya | 20236 | Apparel & Accessories > Clothing > Dresses | none | 463988 | HUMANS OF RIXO, LIGHT WIEHT DRESSES, RIXO DRESSES | |
| 881 | Devi- Pink | 0 | COLORFUL DRESSES | 443752 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | FEMININE DRESS, HUMANS OF RIXO, LIGHT WIEHT DRESSES, RIXO DRESSES | |
| 932 | Gem -Pink Check | 0 | COLORFUL DRESSES | 443752 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | HUMANS OF RIXO, LIGHT WIEHT DRESSES, RIXO DRESSES | |
| 937 | Giuliana -Navy | 0 | BEST DRESS | 443752 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | RIXO DRESSES | |
| 1051 | Rosheen -Red | -20236 | BEST DRESS, COLORFUL DRESSES | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | FEMININE DRESS, HUMANS OF RIXO, RIXO DRESSES | |
| 899 | Doris | -423516 | CAMI NYC, COLORFUL DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | LIGHT WIEHT DRESSES, SILK | |
| 875 | Delfina | -443752 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | 0 | FEMININE DRESS, LIGHT WIEHT DRESSES, PARTY DRESS, SLIP DRESS | ||
| 907 | Dua | -443752 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | 0 | PARTY DRESS | ||
| 924 | Fleur | -443752 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | 0 | FEMININE DRESS, LIGHT WIEHT DRESSES | ||
| 994 | Kristen -Navy | -3630813 | NAVY, BEST DRESS, BOHEMIAN STYLE | -3187061 | FEMININE DRESS, RIXO DRESSES |