Fold 0 - Understanding why coefficient 4718448 was selected
Tag: CLEARANCE
Selected Coefficient: 4718448
Taxonomy Path: 1.1.13.13
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Hoodies
Products with this tag: 14
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? |
|---|---|---|---|---|---|
| 4718448 | 7.000207 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | Yes |
| 2928893 | 7.000210 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 2213071 | 7.000212 | 1.1.13.6 | 6.13.1.1 (6*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 305706476 | 7.001190 | 1.1.10.2.12 | 12.2.10.1.1 (12*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | No |
| 373185 | 11.000000 | 9.2.3.1 | 1.3.2.9 (357911 + 3*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | No |
| 151457 | 12.000198 | 14.3.30 | 30.3.14 (30*71^2 + 3*71 + 14) | Home & Garden > Decor > Figurines | No |
| 106088 | 12.000198 | 14.3.21 | 21.3.14 (21*71^2 + 3*71 + 14) | Home & Garden > Decor > Decorative Bowls | No |
| 725 | 13.000000 | 15.10 | 10.15 (10*71 + 15) | Luggage & Bags > Messenger Bags | No |
| 364666 | 13.000000 | 10.24.1.1 | 1.1.24.10 (357911 + 5041 + 24*71 + 10) | Furniture > Tables > Accent Tables > Coffee Tables | No |
These are the training products that have the "CLEARANCE" tag (processing sequence 96). 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 |
|---|---|---|---|---|---|---|---|
| 5020 | CLT - Berlin Brigade Color Block Hoodie >>Clearance<< | 305706476 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | none | 300988028 | none | |
| 5005 | CLT - Vintage Ranger Tab Hoodie >>Clearance<< | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none | |
| 5042 | CLT - 1st Ranger Battalion Zip Up Hoodie >>Clearance<< | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none | |
| 5041 | CLT - 1st Infantry Hoodie >>Clearance<< | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | HOODIES | |
| 5031 | Rangers - Earned, Never Given >>Clearance<< | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -1789555 | none | |
| 5004 | CLT - CIB Violence >>Clearance<< | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -1789555 | none | |
| 5019 | 7th Infantry Polo Shirt >>Clearance<< | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -2505377 | none | |
| 3616 | Skittles Sweet Heat 196g Pouch Bag Family Size Bag | 373185 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | -4345263 | none | |
| 3549 | Candy Kittens Sour Watermelon Jar 250g x 6 SEE DATES | 373185 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | -4345263 | none | |
| 3542 | 60 x airwaves black mint wrigleys (10 x 6 Packs) Best Before 24.05.2021 | 373185 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | -4345263 | none | |
| 10186 | [CLEARANCE] Rocco Coffee Table | 364666 | Furniture > Tables > Accent Tables > Coffee Tables | none | -4353782 | none | |
| 153 | Rose Quartz Point | 151457 | Home & Garden > Decor > Figurines | none | -4566991 | none | |
| 161 | Selenite Heart Bowl | 106088 | Home & Garden > Decor > Decorative Bowls | none | -4612360 | none | |
| 8794 | 33 Bg Multi-colored Heavy Duty Cotton Cross Body Shoulder Messenger Bag Purse | 725 | Luggage & Bags > Messenger Bags | none | -4717723 | SALE |