Fold 1 - Understanding why coefficient 574252 was selected
Tag: FLORAL PATTERS
Selected Coefficient: 574252
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
Products with this tag: 5
Unique residual values tried: 3
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 | 1.000160 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 93695 | 1.000481 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| -4000481 | 4.000000 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | No |
These are the training products that have the "FLORAL PATTERS" tag (processing sequence 2604). 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 | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 925 | Flor | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | TOPS | |
| 1008 | Marika | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 1028 | Nori | 93695 | Apparel & Accessories > Clothing > Skirts | none | -480557 | none | |
| 861 | Corrine Multi | -4000481 | V-NECK | -4574733 | none |