Fold 3 - 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 | 8.000997 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 1139338 | 8.001000 | 1.1.13.3 | 3.13.1.1 (3*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| 423516 | 8.001000 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 20236 | 8.001389 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 75687 | 8.001587 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 45441 | 8.001587 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 1492208 | 8.001587 | 1.1.12.4 | 4.12.1.1 (4*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 0 | 10.000000 | 0 | 0 (0) | No | |
| -15 | 16.000000 | -15 | -15 (-(15)) | No |
These are the training products that have the "CASUAL" tag (processing sequence 34). 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 |
|---|---|---|---|---|---|---|---|
| 857 | Clarkson | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BEST SELLER, CLASSIC, COMFORT, EASY, TOPS, WOMENS | |
| 1023 | Moss Stripe Crew | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | ATTIRE, BEST DRESS, CLASSIC, COMFORT, EASY, FIGURE FLATTERING, TOPS, WOMENS | |
| 957 | Good Legs Crop Mini Boot | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | -2868329 | ATTIRE, CLASSIC, COMFORT, GOOD AMERICAN, KARDASHIAN, WOMENS | |
| 1025 | Naya | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | -3221199 | BEST SELLER, CLASSIC, COMFORT, EASY, TOPS, WOMENS | |
| 893 | Dolan | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3937021 | ATTIRE, BEST DRESS, CLASSIC, COMFORT, EASY, FIGURE FLATTERING, TOPS, WOMENS | |
| 1035 | Paige | 75687 | Apparel & Accessories > Clothing > Skirts | none | -4284850 | ATTIRE, BEST DRESS, BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING, RAILS, WOMENS | |
| 1069 | Taylor | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | -4315096 | ACCESSORIES, ATTIRE, BEST SELLER, CLASSIC, COMFORT, WOMENS | |
| 1060 | Simone -Pastel | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | HUMANS OF RIXO | |
| 933 | Georgette Ruffle | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | ATTIRE, BEST DRESS, BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING, WOMENS | |
| 5679 | Casio Men's Edifice Silver Quartz Watch with Stainless-Steel Strap Model EFV-580D-7AVUDF | 0 | ROUND | -4360537 | MEN | ||
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | 0 | ROUND | -4360537 | WHITE, BROWN, MEN, PRE-ORDER | ||
| 5690 | U.S. Polo Assn. USC40136 Women's Quartz Metal and Alloy Watch | 0 | ROUND | -4360537 | ALLOY | ||
| 5691 | U.S. Polo Assn. USC40176 For Women Analog Dress Watch | 0 | ROUND | -4360537 | ALLOY | ||
| 5692 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40263 | 0 | ROUND | -4360537 | ALLOY | ||
| 5721 | Skechers SR1037 Men's Quartz Casual Digital Watch | 0 | ROUND | -4360537 | MEN, PRE-ORDER | ||
| 5724 | U.S. Polo Assn. Women's Analog Quartz Watch Model USC40303AZ | 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 |