Fold 2 - Understanding why coefficient 423516 was selected
Tag: FLORAL PATTERNS
Selected Coefficient: 423516
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? |
|---|---|---|---|---|---|
| 423516 | 1.000793 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| -2888421 | 1.001190 | -70.69.4.8 | -8.4.69.70 (-(8*71^3 + 4*71^2 + 69*71 + 70)) | No | |
| 20236 | 1.001190 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 75687 | 1.001190 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 3997585 | 1.001190 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "FLORAL PATTERNS" tag (processing sequence 1205). 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 | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 3574069 | none | |
| 840 | Bridgette - Blue | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 925 | Flor | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 930 | Frontier Blouse | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 1028 | Nori | 75687 | Apparel & Accessories > Clothing > Skirts | none | -347829 | none | |
| 861 | Corrine Multi | 20236 | Apparel & Accessories > Clothing > Dresses | none | -403280 | none | |
| 1085 | Zadie -Spring Ink | 0 | BEST DRESS, COLORFUL DRESSES, EXPENSIVE DRESSES | -423516 | FLOWY DRESSES | ||
| 1046 | Rania | -2888421 | GREEN, EXPENSIVE DRESSES | -3311937 | none |