Fold 1 - Understanding why coefficient 4360537 was selected
Tag: CASUAL
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 16
Unique residual values tried: 9
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 | 6.000995 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 1139338 | 6.001003 | 1.1.13.3 | 3.13.1.1 (3*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| 20236 | 6.001587 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 45441 | 6.001785 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 75687 | 6.001785 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 1492208 | 6.001785 | 1.1.12.4 | 4.12.1.1 (4*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 0 | 12.000000 | 0 | 0 (0) | No | |
| -4360537 | 15.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| -15 | 15.000000 | -15 | -15 (-(15)) | No |
These are the training products that have the "CASUAL" tag (processing sequence 53). 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 |
|---|---|---|---|---|---|---|---|
| 824 | Astoria | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BEST SELLER, EASY, SOFT SWEATERS | |
| 1023 | Moss Stripe Crew | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BEST DRESS, EASY, FIGURE FLATTERING, SOFT, SWEATERS | |
| 920 | Felize | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | EASY, SWEATERS | |
| 857 | Clarkson | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BEST SELLER, DATE NIGHT, EASY, SOFT, SWEATERS | |
| 957 | Good Legs Crop Mini Boot | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | -2868329 | GOOD AMERICAN, KARDASHIAN | |
| 1025 | Naya | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | -3221199 | BEST SELLER, EASY, SOFT, SWEATERS | |
| 1035 | Paige | 75687 | Apparel & Accessories > Clothing > Skirts | none | -4284850 | BEST DRESS, BEST SELLER, DATE NIGHT, FIGURE FLATTERING, RAILS, SOFT, SUMMER COLORS | |
| 1069 | Taylor | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | -4315096 | ACCESSORIES, BEST SELLER, SUMMER COLORS | |
| 1060 | Simone -Pastel | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | DATE NIGHT, HUMANS OF RIXO | |
| 933 | Georgette Ruffle | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | BEST DRESS, BEST SELLER, DATE NIGHT, FIGURE FLATTERING | |
| 5679 | Casio Men's Edifice Silver Quartz Watch with Stainless-Steel Strap Model EFV-580D-7AVUDF | 0 | ROUND | -4360537 | MEN, ANALOG | ||
| 5690 | U.S. Polo Assn. USC40136 Women's Quartz Metal and Alloy Watch | 0 | ROUND | -4360537 | ALLOY, ANALOG | ||
| 5692 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40263 | 0 | ROUND | -4360537 | ALLOY, ANALOG, MULTICOLOR | ||
| 5721 | Skechers SR1037 Men's Quartz Casual Digital Watch | 0 | ROUND | -4360537 | MEN, ANALOG, MULTICOLOR, PRE-ORDER | ||
| 5610 | Invicta Men's 26972 Pro Diver Quartz Watch with Stainless Steel Strap | -15 | ROUND, GOLD | -4360552 | MEN, ANALOG, PRE-ORDER | ||
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | -4360537 | ROUND, WHITE | -8721074 | BROWN, MEN, ANALOG, MULTICOLOR, PRE-ORDER |