Fold 1 - Understanding why coefficient -25044 was selected
Tag: FLOWY DRESSES
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -25044 | 5.000160 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| -5997681 | 5.000320 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| 25044 | 6.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 4518564 | 6.000160 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| -4706033 | 7.000000 | -3.4.43.9 | -9.43.4.3 (-(9*79^3 + 43*79^2 + 4*79 + 3)) | No | |
| 3032245 | 7.000000 | 67.67.11.6 | 6.11.67.67 (6*79^3 + 11*79^2 + 67*79 + 67) | No |
These are the training products that have the "FLOWY DRESSES" tag (processing sequence 1417). 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 |
|---|---|---|---|---|---|---|---|
| 881 | Devi- Pink | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | COLORFUL DRESSES, FEMININE DRESS, FLORAL DRESSES | 4543608 | MINI DRESSES, RIXO DRESSES | |
| 994 | Kristen -Navy | 3032245 | BEST DRESS, BOHEMIAN STYLE, FEMININE DRESS | 3057289 | MAXI DRESSES, RIXO DRESSES | ||
| 1053 | Rosie Posie Midi | 25044 | Apparel & Accessories > Clothing > Dresses | none | 50088 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE |
| 932 | Gem -Pink Check | 0 | COLORFUL DRESSES | 25044 | Apparel & Accessories > Clothing > Dresses | RIXO DRESSES | |
| 924 | Fleur | -25044 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, FEMININE DRESS, FLORAL DRESSES | 0 | MAXI DRESSES, PRIMAVERA | ||
| 904 | Draco | -25044 | COLORFUL DRESSES, FLORAL DRESSES | 0 | none | ||
| 899 | Doris | -4706033 | SILK, CAMI NYC, COLORFUL DRESSES, FLORAL DRESSES | -4680989 | MAXI DRESSES | ||
| 871 | Daskur Pleated Slip Dress | -5997681 | COLORFUL DRESSES, ESSENTIEL ANTWERP | -5972637 | none |