Fold 0 - Understanding why coefficient 25044 was selected
Tag: MAXI DRESSES
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 25044 | 5.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -574252 | 6.000000 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | No | |
| -7458956 | 7.000000 | -13.12.10.15 | -15.10.12.13 (-(15*79^3 + 10*79^2 + 12*79 + 13)) | No | |
| -4543608 | 7.000000 | -2.2.17.9 | -9.17.2.2 (-(9*79^3 + 17*79^2 + 2*79 + 2)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "MAXI DRESSES" tag (processing sequence 2015). 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 |
|---|---|---|---|---|---|---|---|
| 11461 | Elegant Floral Print Short Sleeve V-Neck Wrap Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11455 | Sleeveless V-neck Rose Floral Maxi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11464 | Elegant Hollowed Out Embroidery V Neck Maxi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 961 | Hazy Maisy Maxi | 0 | COLORFUL DRESSES | -25044 | none | ||
| 1034 | One I Love Dress | -574252 | COLORFUL DRESSES, FREE PEOPLEWE THE FREE | -599296 | none | ||
| 1002 | Lysette Maxi | -574252 | CHOCOLATE, FREE PEOPLEWE THE FREE | -599296 | none | ||
| 899 | Doris | -4543608 | CAMI NYC, COLORFUL DRESSES, EXPENSIVE DRESSES | -4568652 | none | ||
| 994 | Kristen -Navy | -7458956 | NAVY, BEST DRESS, BOHEMIAN STYLE, FEMININE DRESS | -7484000 | RIXO DRESSES |