Fold 0 - 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: 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? |
|---|---|---|---|---|---|
| 6490720 | 8.000166 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 4025525 | 8.000166 | 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 | 8.000168 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 468449540 | 8.000801 | 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 |
| 511929 | 12.000000 | 9.2.3.1 | 1.3.2.9 (493039 + 3*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | No |
| 187481 | 12.000160 | 14.3.30 | 30.3.14 (30*79^2 + 3*79 + 14) | Home & Garden > Decor > Figurines | No |
| 131312 | 12.000160 | 14.3.21 | 21.3.14 (21*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Bowls | No |
| 0 | 13.000000 | 0 | 0 (0) | No | |
| 501186 | 13.000000 | 10.24.1.1 | 1.1.24.10 (493039 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > Coffee Tables | No |
| 39493140 | 13.000000 | 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 |
| 805 | 13.000000 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | No |
These are the training products that have the "CLEARANCE" tag (processing sequence 4441). 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 | |
| 5005 | CLT - Vintage Ranger Tab Hoodie >>Clearance<< | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | 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 | |
| 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 | |
| 10186 | [CLEARANCE] Rocco Coffee Table | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | -3524339 | none | |
| 153 | Rose Quartz Point | 187481 | Home & Garden > Decor > Figurines | none | -3838044 | none | |
| 161 | Selenite Heart Bowl | 131312 | Home & Garden > Decor > Decorative Bowls | none | -3894213 | none | |
| 8794 | 33 Bg Multi-colored Heavy Duty Cotton Cross Body Shoulder Messenger Bag Purse | 805 | Luggage & Bags > Messenger Bags | none | -4024720 | none | |
| 5041 | CLT - 1st Infantry Hoodie >>Clearance<< | 0 | HOODIES | -4025525 | none |