Fold 2 - Understanding why coefficient 25044 was selected
Tag: HUMANS OF RIXO
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 8
Unique residual values tried: 6
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 | 4.000320 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 93695 | 4.000481 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 4518564 | 4.000481 | 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 | 6.000000 | 0 | 0 (0) | No | |
| -5997681 | 6.000160 | -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)) | No |
These are the training products that have the "HUMANS OF RIXO" tag (processing sequence 1714). 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 |
|---|---|---|---|---|---|---|---|
| 840 | Bridgette - Blue | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | FLORAL PATTERNS, FLORAL PATTERS | 4493520 | none | |
| 1045 | Preslee -Blue | 93695 | Apparel & Accessories > Clothing > Skirts | none | 68651 | none | |
| 935 | Georgina | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 929 | Freya | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | LIGHT WIEHT DRESSES | |
| 932 | Gem -Pink Check | 0 | COLORFUL DRESSES | -25044 | LIGHT WIEHT DRESSES | ||
| 881 | Devi- Pink | 0 | COLORFUL DRESSES | -25044 | LIGHT WIEHT DRESSES | ||
| 1051 | Rosheen -Red | -25044 | BEST DRESS, COLORFUL DRESSES | -50088 | none | ||
| 1060 | Simone -Pastel | -5997681 | CASUAL, FASHION, DATE NIGHT, FLATTERING | -6022725 | none |