Fold 3 - 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: 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? |
|---|---|---|---|---|---|
| 574252 | 3.000320 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 93695 | 3.000641 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 5498401 | 3.000641 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -4025525 | 7.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -50088 | 7.000000 | -2.2.8 | -8.2.2 (-(8*79^2 + 2*79 + 2)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | 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 | |
| 840 | Bridgette - Blue | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 925 | Flor | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 930 | Frontier Blouse | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 1028 | Nori | 93695 | Apparel & Accessories > Clothing > Skirts | none | -480557 | none | |
| 861 | Corrine Multi | 0 | FLORAL DRESSES | -574252 | none | ||
| 1085 | Zadie -Spring Ink | -50088 | BEST DRESS, CUTE DRESSES, FLORAL DRESSES | -624340 | none | ||
| 1046 | Rania | -4025525 | GREEN, CUTE DRESSES | -4599777 | none |