Fold 4 - Understanding why coefficient 4025525 was selected
Tag: CLEARANCE
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 14
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 4025525 | 7.012823 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 3039447 | 7.012827 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 6490720 | 7.012827 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 468449540 | 7.013459 | 1.1.10.2.12 | 12.2.10.1.1 (12*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | No |
| 168666 | 7.075949 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
| 511929 | 11.000000 | 9.2.3.1 | 1.3.2.9 (493039 + 3*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | No |
| 6990170 | 12.012658 | 13.3.14.14 | 14.14.3.13 (14*79^3 + 14*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Beard Balms | No |
| 39493140 | 12.012658 | 13.1.8.1.1 | 1.1.8.1.13 (38950081 + 493039 + 8*79^2 + 79 + 13) | Health & Beauty > Health Care > First Aid > Antiseptics & Cleaning Supplies > Antiseptic Gels & Sprays | No |
| 501186 | 13.000000 | 10.24.1.1 | 1.1.24.10 (493039 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > Coffee Tables | No |
| 131312 | 13.000000 | 14.3.21 | 21.3.14 (21*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Bowls | No |
These are the training products that have the "CLEARANCE" tag (processing sequence 4455). 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<< | 468449540 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | none | 464424015 | none | |
| 3544 | Alcohol Hand Gel Sanitiser LARGE 500ml Bottles Case of 24 | 39493140 | Health & Beauty > Health Care > First Aid > Antiseptics & Cleaning Supplies > Antiseptic Gels & Sprays | none | 35467615 | none | |
| 5151 | Clearance Balms | 6990170 | Health & Beauty > Personal Care > Shaving & Grooming > Beard Balms | none | 2964645 | none | |
| 5042 | CLT - 1st Ranger Battalion Zip Up Hoodie >>Clearance<< | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | none | |
| 12656 | Hotboxxer Tshirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5004 | CLT - CIB Violence >>Clearance<< | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5031 | Rangers - Earned, Never Given >>Clearance<< | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5019 | 7th Infantry Polo Shirt >>Clearance<< | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | none | |
| 3549 | Candy Kittens Sour Watermelon Jar 250g x 6 SEE DATES | 511929 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | -3513596 | none | |
| 3616 | Skittles Sweet Heat 196g Pouch Bag Family Size Bag | 511929 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | -3513596 | none | |
| 3542 | 60 x airwaves black mint wrigleys (10 x 6 Packs) Best Before 24.05.2021 | 511929 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | -3513596 | none | |
| 10186 | [CLEARANCE] Rocco Coffee Table | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | -3524339 | none | |
| 11313 | Show Off Blue Light Glasses | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | -3856859 | none | |
| 161 | Selenite Heart Bowl | 131312 | Home & Garden > Decor > Decorative Bowls | none | -3894213 | none |