Fold 4 - 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: 17
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 | 9.000601 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 423516 | 9.000606 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 1139338 | 9.000606 | 1.1.13.3 | 3.13.1.1 (3*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| 20236 | 9.001190 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 75687 | 9.001389 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 0 | 10.000006 | 0 | 0 (0) | No | |
| -1789555 | 10.000014 | -0.0.0.5 | -5.0.0.0 (-(5*71^3)) | No | |
| -1789570 | 15.000003 | -15.0.0.5 | -5.0.0.15 (-(5*71^3 + 15)) | No | |
| -15 | 15.000003 | -15 | -15 (-(15)) | No |
These are the training products that have the "CASUAL" tag (processing sequence 31). 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, FLATTERING, LONG SLEEVE | |
| 920 | Felize | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | EASY, FLATTERING, LONG SLEEVE | |
| 1023 | Moss Stripe Crew | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BEST DRESS, EASY, FUN SUMMER COLORS, RETRO | |
| 1025 | Naya | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | -3221199 | BEST SELLER, EASY, FLATTERING, LONG SLEEVE | |
| 893 | Dolan | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3937021 | BEST DRESS, EASY, FUN SUMMER COLORS, RETRO | |
| 1035 | Paige | 75687 | Apparel & Accessories > Clothing > Skirts | none | -4284850 | BEST DRESS, BEST SELLER, DATE NIGHT, RAILS, RETRO | |
| 933 | Georgette Ruffle | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | BEST DRESS, BEST SELLER, DATE NIGHT, FUN SUMMER COLORS, RETRO | |
| 1060 | Simone -Pastel | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | DATE NIGHT, FLATTERING, HUMANS OF RIXO | |
| 5691 | U.S. Polo Assn. USC40176 For Women Analog Dress Watch | 0 | ROUND | -4360537 | ALLOY | ||
| 5724 | U.S. Polo Assn. Women's Analog Quartz Watch Model USC40303AZ | 0 | ROUND | -4360537 | ALLOY | ||
| 5721 | Skechers SR1037 Men's Quartz Casual Digital Watch | 0 | ROUND | -4360537 | MEN, PRE-ORDER | ||
| 5690 | U.S. Polo Assn. USC40136 Women's Quartz Metal and Alloy Watch | 0 | ROUND | -4360537 | ALLOY | ||
| 5692 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40263 | 0 | ROUND | -4360537 | ALLOY | ||
| 5725 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40261 | -15 | ROUND, GOLD | -4360552 | WHITE, ALLOY | ||
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | -1789555 | STAINLESS STEEL, ROUND | -6150092 | WHITE, BROWN, MEN, PRE-ORDER | ||
| 5679 | Casio Men's Edifice Silver Quartz Watch with Stainless-Steel Strap Model EFV-580D-7AVUDF | -1789555 | STAINLESS STEEL, ROUND | -6150092 | MEN | ||
| 5610 | Invicta Men's 26972 Pro Diver Quartz Watch with Stainless Steel Strap | -1789570 | STAINLESS STEEL, ROUND, GOLD | -6150107 | MEN, PRE-ORDER |