Fold 4 - Understanding why coefficient 2928893 was selected
Tag: CLEARANCE
Selected Coefficient: 2928893
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 9
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 2928893 | 3.000207 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 4718448 | 3.000207 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 2213071 | 3.000210 | 1.1.13.6 | 6.13.1.1 (6*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 305706476 | 3.000992 | 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 | 7.000000 | 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 | 8.000000 | 14.3.30 | 30.3.14 (30*71^2 + 3*71 + 14) | Home & Garden > Decor > Figurines | No |
These are the training products that have the "CLEARANCE" tag (processing sequence 74). 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 | 302777583 | none | |
| 5042 | CLT - 1st Ranger Battalion Zip Up Hoodie >>Clearance<< | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 1789555 | none | |
| 5005 | CLT - Vintage Ranger Tab Hoodie >>Clearance<< | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 1789555 | none | |
| 5004 | CLT - CIB Violence >>Clearance<< | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5031 | Rangers - Earned, Never Given >>Clearance<< | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5019 | 7th Infantry Polo Shirt >>Clearance<< | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -715822 | none | |
| 3549 | Candy Kittens Sour Watermelon Jar 250g x 6 SEE DATES | 373185 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | -2555708 | none | |
| 3616 | Skittles Sweet Heat 196g Pouch Bag Family Size Bag | 373185 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | -2555708 | none | |
| 153 | Rose Quartz Point | 151457 | Home & Garden > Decor > Figurines | none | -2777436 | none |