Fold 1 - Understanding why coefficient 25044 was selected
Tag: FLORAL 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 |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -4680989 | 6.012658 | -2.3.39.9 | -9.39.3.2 (-(9*79^3 + 39*79^2 + 3*79 + 2)) | No | |
| -4543608 | 6.012658 | -2.2.17.9 | -9.17.2.2 (-(9*79^3 + 17*79^2 + 2*79 + 2)) | No | |
| 4543608 | 7.000000 | 2.2.17.9 | 9.17.2.2 (9*79^3 + 17*79^2 + 2*79 + 2) | No |
These are the training products that have the "FLORAL DRESSES" tag (processing sequence 1411). 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 | 4543608 | COLORFUL DRESSES, FEMININE DRESS | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | FLOWY DRESSES, MINI DRESSES, RIXO DRESSES | |
| 861 | Corrine Multi | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FLORAL PATTERNS, RIXO DRESSES | |
| 929 | Freya | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | RIXO DRESSES | |
| 7853 | Summer Florals Midi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 924 | Fleur | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, FEMININE DRESS | -25044 | FLOWY DRESSES, MAXI DRESSES, PRIMAVERA | ||
| 904 | Draco | 0 | COLORFUL DRESSES | -25044 | FLOWY DRESSES | ||
| 907 | Dua | -4543608 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | -4568652 | PARTY DRESS | ||
| 899 | Doris | -4680989 | SILK, CAMI NYC, COLORFUL DRESSES | -4706033 | FLOWY DRESSES, MAXI DRESSES |