Fold 0 - 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: 15
Unique residual values tried: 11
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 | 4.043050 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 423516 | 4.043055 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 20236 | 4.043444 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 45441 | 4.043642 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 75687 | 4.043642 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 55878 | 4.126761 | 1.6.11 | 11.6.1 (11*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Watches | No |
| 30389 | 4.140845 | 1.2.6 | 6.2.1 (6*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
| -5801908 | 14.000000 | -1.67.14.16 | -16.14.67.1 (-(16*71^3 + 14*71^2 + 67*71 + 1)) | No | |
| -2873030 | 14.000000 | -15.66.1.8 | -8.1.66.15 (-(8*71^3 + 5041 + 66*71 + 15)) | No | |
| 86536 | 14.000000 | 58.11.17 | 17.11.58 (17*71^2 + 11*71 + 58) | No | |
| 0 | 14.000000 | 0 | 0 (0) | No |
These are the training products that have the "CASUAL" tag (processing sequence 68). 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 | none | |
| 824 | Astoria | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 857 | Clarkson | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 893 | Dolan | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3937021 | BEST DRESS, FUN SUMMER COLORS, RETRO | |
| 5692 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40263 | 86536 | SILVER | -4274001 | ROUND, WOMEN, MULTICOLOR | ||
| 1035 | Paige | 75687 | Apparel & Accessories > Clothing > Skirts | none | -4284850 | BEST DRESS, RAILS, RETRO, SUMMER COLORS | |
| 5690 | U.S. Polo Assn. USC40136 Women's Quartz Metal and Alloy Watch | 55878 | Apparel & Accessories > Jewelry > Watches | none | -4304659 | ROUND, WOMEN | |
| 5724 | U.S. Polo Assn. Women's Analog Quartz Watch Model USC40303AZ | 55878 | Apparel & Accessories > Jewelry > Watches | none | -4304659 | ROUND, WOMEN | |
| 1069 | Taylor | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | -4315096 | ACCESSORIES, 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 | none | |
| 933 | Georgette Ruffle | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | BEST DRESS, FUN SUMMER COLORS, RETRO | |
| 957 | Good Legs Crop Mini Boot | 0 | JEANS | -4360537 | DENIM, GOOD AMERICAN | ||
| 5725 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40261 | -2873030 | WHITE, GOLD, SILVER | -7233567 | ROUND, WOMEN, MULTICOLOR | ||
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | -5801908 | WHITE, MEN | -10162445 | ROUND, BROWN, MULTICOLOR, PRE-ORDER |