Fold 1 - 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: 6
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 | 4.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -4680989 | 5.000000 | -2.3.39.9 | -9.39.3.2 (-(9*79^3 + 39*79^2 + 3*79 + 2)) | No | |
| -25044 | 5.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 3057289 | 5.000000 | 68.68.15.6 | 6.15.68.68 (6*79^3 + 15*79^2 + 68*79 + 68) | No |
These are the training products that have the "MAXI DRESSES" tag (processing sequence 2017). 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 |
|---|---|---|---|---|---|---|---|
| 994 | Kristen -Navy | 3057289 | BEST DRESS, BOHEMIAN STYLE, FEMININE DRESS, FLOWY DRESSES | 3032245 | RIXO DRESSES | ||
| 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 | |
| 924 | Fleur | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, FEMININE DRESS, FLORAL DRESSES, FLOWY DRESSES | -25044 | PRIMAVERA | ||
| 1002 | Lysette Maxi | -25044 | FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE | -50088 | CHOCOLATE | ||
| 899 | Doris | -4680989 | SILK, CAMI NYC, COLORFUL DRESSES, FLORAL DRESSES, FLOWY DRESSES | -4706033 | none |