Fold 4 - Understanding why coefficient 574252 was selected
Tag: FLORAL PATTERNS
Selected Coefficient: 574252
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 574252 | 3.000320 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 25044 | 3.000481 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 5498401 | 3.000481 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -4424869 | 5.000160 | -0.0.77.8 | -8.77.0.0 (-(8*79^3 + 77*79^2)) | No | |
| -4000481 | 5.000160 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | No | |
| -25044 | 6.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No |
These are the training products that have the "FLORAL PATTERNS" 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 |
|---|---|---|---|---|---|---|---|
| 919 | Fatou | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 4924149 | none | |
| 930 | Frontier Blouse | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 840 | Bridgette - Blue | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | FLORAL PATTERS, HUMANS OF RIXO, RIXO CLOTHING | |
| 861 | Corrine Multi | 25044 | Apparel & Accessories > Clothing > Dresses | none | -549208 | FLORAL PATTERS, HUMANS OF RIXO, RIXO CLOTHING, RIXO DRESSES | |
| 1085 | Zadie -Spring Ink | -25044 | BEST DRESS, COLORFUL DRESSES | -599296 | FLORAL PATTERS, RIXO DRESSES | ||
| 1046 | Rania | -4000481 | GREEN | -4574733 | none | ||
| 1028 | Nori | -4424869 | CAMI NYC | -4999121 | FLORAL PATTERS |