Fold 0 - Understanding why coefficient 4360537 was selected
Tag: EASY
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 4360537 | 4.014283 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 7974934 | 4.014283 | 1.1.20.22 | 22.20.1.1 (22*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 443751 | 4.028169 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 3916786 | 5.014085 | 0.70.66.10 | 10.66.70.0 (10*71^3 + 66*71^2 + 70*71) | No | |
| 0 | 5.014085 | 0 | 0 (0) | No | |
| -3957257 | 6.000000 | -1.1.4.11 | -11.4.1.1 (-(11*71^3 + 4*71^2 + 71 + 1)) | No | |
| -2177697 | 6.000000 | -56.70.5.6 | -6.5.70.56 (-(6*71^3 + 5*71^2 + 70*71 + 56)) | No |
These are the training products that have the "EASY" tag (processing sequence 690). 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 |
|---|---|---|---|---|---|---|---|
| 828 | Augusta Crinkle | 7974934 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 3614397 | FLATTERING, PLUS SIZE, SWIMSUIT | |
| 857 | Clarkson | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | CASUAL, BEST SELLER, DATE NIGHT | 0 | none | |
| 1013 | Modern Knit Mini Dress | 3916786 | BEST DRESS, DATE NIGHT | -443751 | FIGURE FLATTERING | ||
| 824 | Astoria | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | CASUAL, BEST SELLER | -3916786 | FLATTERING | |
| 920 | Felize | 0 | CASUAL | -4360537 | FLATTERING | ||
| 1068 | Syd | -2177697 | BROWN | -6538234 | ELEGANT DRESSES, FRAILS | ||
| 893 | Dolan | -3957257 | CASUAL, BEST DRESS | -8317794 | FIGURE FLATTERING, FUN SUMMER COLORS |