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: 18
Unique residual values tried: 14
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 | 8.014682 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 423516 | 8.014694 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 75687 | 8.015671 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 20236 | 8.015671 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 45441 | 8.015671 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 30389 | 8.126761 | 1.2.6 | 6.2.1 (6*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
| -80372 | 16.014085 | -0.67.15 | -15.67.0 (-(15*71^2 + 67*71)) | No | |
| -1789555 | 16.014085 | -0.0.0.5 | -5.0.0.0 (-(5*71^3)) | No | |
| -39632 | 17.000000 | -14.61.7 | -7.61.14 (-(7*71^2 + 61*71 + 14)) | No | |
| -5938158 | 17.000000 | -2.69.41.16 | -16.41.69.2 (-(16*71^3 + 41*71^2 + 69*71 + 2)) | No | |
| -3009280 | 17.000000 | -16.68.28.8 | -8.28.68.16 (-(8*71^3 + 28*71^2 + 68*71 + 16)) | No | |
| -3009265 | 17.000000 | -1.68.28.8 | -8.28.68.1 (-(8*71^3 + 28*71^2 + 68*71 + 1)) | No | |
| -2968525 | 17.000000 | -15.62.20.8 | -8.20.62.15 (-(8*71^3 + 20*71^2 + 62*71 + 15)) | No | |
| -7410557 | 17.000000 | -3.4.50.20 | -20.50.4.3 (-(20*71^3 + 50*71^2 + 4*71 + 3)) | No |
These are the training products that have the "CASUAL" tag (processing sequence 86). 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 |
|---|---|---|---|---|---|---|---|
| 920 | Felize | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | SWEATERS | |
| 857 | Clarkson | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | SWEATERS | |
| 1023 | Moss Stripe Crew | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BEST DRESS, FIGURE FLATTERING, FUN SUMMER COLORS, SWEATERS | |
| 824 | Astoria | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 957 | Good Legs Crop Mini Boot | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | JEANS | 0 | GOOD AMERICAN, KARDASHIAN | |
| 893 | Dolan | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3937021 | BEST DRESS, FIGURE FLATTERING, FUN SUMMER COLORS | |
| 1035 | Paige | 75687 | Apparel & Accessories > Clothing > Skirts | none | -4284850 | BEST DRESS, FIGURE FLATTERING, RAILS, SUMMER COLORS | |
| 1069 | Taylor | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | -4315096 | SUMMER COLORS | |
| 6986 | Klim Redline Web Belt | 30389 | Apparel & Accessories > Clothing Accessories > Belts | none | -4330148 | none | |
| 1060 | Simone -Pastel | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | HUMANS OF RIXO | |
| 5691 | U.S. Polo Assn. USC40176 For Women Analog Dress Watch | -39632 | SILVER, ROUND | -4400169 | ANALOG, ALLOY, WOMEN, MULTICOLOR, NEW-ARRIVALS | ||
| 5724 | U.S. Polo Assn. Women's Analog Quartz Watch Model USC40303AZ | -80372 | ROUND | -4440909 | ANALOG, ALLOY, WOMEN | ||
| 1025 | Naya | -1789555 | BLACK | -6150092 | SWEATERS | ||
| 5679 | Casio Men's Edifice Silver Quartz Watch with Stainless-Steel Strap Model EFV-580D-7AVUDF | -2968525 | SILVER, ROUND, MEN | -7329062 | ANALOG | ||
| 5721 | Skechers SR1037 Men's Quartz Casual Digital Watch | -3009265 | ROUND, MEN | -7369802 | ANALOG, MULTICOLOR, PRE-ORDER | ||
| 5725 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40261 | -3009280 | GOLD, SILVER, WHITE, ROUND | -7369817 | ANALOG, ALLOY, WOMEN, MULTICOLOR | ||
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | -5938158 | WHITE, ROUND, MEN | -10298695 | ANALOG, BROWN, MULTICOLOR, PRE-ORDER | ||
| 5610 | Invicta Men's 26972 Pro Diver Quartz Watch with Stainless Steel Strap | -7410557 | GOLD, BLUE, ROUND, MEN | -11771094 | ANALOG, PRE-ORDER |