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: 17
Unique residual values tried: 12
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 | 9.000598 | 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 |
| 20236 | 9.001389 | 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 |
| 45441 | 9.001389 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| -80372 | 14.014085 | -0.67.15 | -15.67.0 (-(15*71^2 + 67*71)) | No | |
| -136250 | 14.014085 | -1.2.27 | -27.2.1 (-(27*71^2 + 2*71 + 1)) | No | |
| -1789555 | 14.028169 | -0.0.0.5 | -5.0.0.0 (-(5*71^3)) | No | |
| -3009265 | 14.028169 | -1.68.28.8 | -8.28.68.1 (-(8*71^3 + 28*71^2 + 68*71 + 1)) | No | |
| -3065143 | 15.014085 | -2.3.40.8 | -8.40.3.2 (-(8*71^3 + 40*71^2 + 3*71 + 2)) | No | |
| -5938158 | 15.014085 | -2.69.41.16 | -16.41.69.2 (-(16*71^3 + 41*71^2 + 69*71 + 2)) | No | |
| -7400475 | 16.000000 | -3.4.48.20 | -20.48.4.3 (-(20*71^3 + 48*71^2 + 4*71 + 3)) | No |
These are the training products that have the "CASUAL" tag (processing sequence 102). 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 | |
| 957 | Good Legs Crop Mini Boot | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | JEANS | 0 | GOOD AMERICAN, KARDASHIAN | |
| 1023 | Moss Stripe Crew | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BEST DRESS, FIGURE FLATTERING, SWEATERS | |
| 893 | Dolan | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3937021 | BEST DRESS, FIGURE FLATTERING | |
| 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 | ACCESSORIES, SUMMER COLORS | |
| 933 | Georgette Ruffle | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | BEST DRESS, FIGURE FLATTERING | |
| 5724 | U.S. Polo Assn. Women's Analog Quartz Watch Model USC40303AZ | -80372 | ROUND | -4440909 | ANALOG, WOMEN | ||
| 5690 | U.S. Polo Assn. USC40136 Women's Quartz Metal and Alloy Watch | -80372 | ROUND | -4440909 | ANALOG, WOMEN | ||
| 5691 | U.S. Polo Assn. USC40176 For Women Analog Dress Watch | -136250 | SILVER, ROUND | -4496787 | ANALOG, WOMEN, MULTICOLOR, NEW-ARRIVALS | ||
| 5692 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40263 | -136250 | SILVER, ROUND | -4496787 | ANALOG, WOMEN, MULTICOLOR | ||
| 1025 | Naya | -1789555 | BLACK | -6150092 | SWEATERS | ||
| 5721 | Skechers SR1037 Men's Quartz Casual Digital Watch | -3009265 | ROUND, MEN | -7369802 | ANALOG, MULTICOLOR, PRE-ORDER | ||
| 5679 | Casio Men's Edifice Silver Quartz Watch with Stainless-Steel Strap Model EFV-580D-7AVUDF | -3065143 | SILVER, ROUND, MEN | -7425680 | ANALOG | ||
| 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 | -7400475 | GOLD, BLUE, ROUND, MEN | -11761012 | ANALOG, PRE-ORDER |