Fold 2 - Understanding why coefficient 4025525 was selected
Tag: APPAREL
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 66
Unique residual values tried: 27
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 | 31.001138 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 6490720 | 31.001172 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 3039447 | 31.001172 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 6983759 | 31.001176 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 4518564 | 31.001176 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 25044 | 31.005288 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 1061050 | 31.005290 | 1.1.12.2 | 2.12.1.1 (2*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Cargo Pants | No |
| 3526245 | 31.005290 | 1.1.12.7 | 7.12.1.1 (7*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 3020724 | 31.005290 | 1.1.10.6 | 6.10.1.1 (6*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Vests | No |
| 78948730 | 31.005290 | 1.1.10.2.2 | 2.2.10.1.1 (2*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | No |
| 1566571 | 31.005448 | 1.1.14.3 | 3.14.1.1 (3*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | No |
| 0 | 43.000497 | 0 | 0 (0) | No | |
| -986078 | 43.000517 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | No | |
| 2465195 | 43.000517 | 0.0.0.5 | 5.0.0.0 (5*79^3) | No | |
| 493039 | 43.000519 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| -493039 | 43.000519 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No | |
| -2958234 | 43.000519 | -0.0.0.6 | -6.0.0.0 (-(6*79^3)) | No | |
| 2958234 | 43.000519 | 0.0.0.6 | 6.0.0.0 (6*79^3) | No | |
| 620224339 | 43.003367 | 0.0.76.72.15 | 15.72.76.0.0 (15*79^4 + 72*79^3 + 76*79^2) | No | |
| -3963035 | 43.003367 | -0.0.3.8 | -8.3.0.0 (-(8*79^3 + 3*79^2)) | No | |
| -4387423 | 43.003525 | -0.0.71.8 | -8.71.0.0 (-(8*79^3 + 71*79^2)) | No | |
| 4 | 64.000000 | 4 | 4 (4) | Baby & Toddler | No |
| -599295 | 64.000000 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | No | |
| -2995840 | 64.000160 | -2.2.6.6 | -6.6.2.2 (-(6*79^3 + 6*79^2 + 2*79 + 2)) | No | |
| -11876783 | 64.000160 | -2.2.7.24 | -24.7.2.2 (-(24*79^3 + 7*79^2 + 2*79 + 2)) | No | |
| 1979596 | 65.000000 | 14.15.1.4 | 4.1.15.14 (4*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| -174 | 65.000000 | -16.2 | -2.16 (-(2*79 + 16)) | No |
These are the training products that have the "APPAREL" tag (processing sequence 456). 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 |
|---|---|---|---|---|---|---|---|
| 6670 | Mercedes AMG Petronas F1 2023 Men's Team Softshell Jacket | 620224339 | LEWIS HAMILTON | 616198814 | none | ||
| 10577 | Mercedes AMG Petronas F1 Bomber Jacket | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 74923205 | MD | |
| 10578 | Mercedes AMG Petronas F1 2023 Team 1/4 Zip Sweatshirt | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | none | |
| 12631 | Pair-A-Dice Unisex Pullover Hoodie | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | SWEATSHIRTS | |
| 12594 | Touch Nature Unisex Pullover Hoodie | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | SWEATSHIRTS | |
| 12384 | B.S. Snake Unisex Pullover Hoodie Black | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | SWEATSHIRTS | |
| 45 | Patriotic ‘AMERICA’ Women's Racerback Tank | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 493039 | T-SHIRT | |
| 12608 | B.S. Snake Unisex T-shirt Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 4006 | Ghostbusters | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | UNISEX / MEN'S | |
| 4039 | Mr. Genocide | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | UNISEX / MEN'S | |
| 5156 | Staring at my beard T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 6625 | Yin Yang Lover Shirt Unisex Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 6765 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team T-Shirt- Youth Navy | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | SERGIO PEREZ | |
| 6778 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | SERGIO PEREZ | |
| 6795 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | SERGIO PEREZ | |
| 8639 | Formula 1 Tech Limited Edition Saudi Arabian Jeddah GP T-Shirt - White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 8709 | McLaren F1 Women's Speedmark Logo T-Shirt - White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | 2022 | |
| 12385 | B.S. Nihongo Unisex T-shirt White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12595 | Banana Unisex T-shirt White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12596 | Happy Drink Unisex T-shirt Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12597 | Fuck It Shirt - Dice Unisex Pocket T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12598 | Positive Banana Unisex T-shirt White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12609 | B.S. Snake Unisex T-shirt White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12611 | Bud's Unisex T-shirt Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12632 | Pair-A-Dice Unisex T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12633 | The Original Lone Saguaro Unisex T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12657 | The Original Get Lost Unisex T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 8703 | Red Bull Racing F1 Men's Lifestyle Sweatpants - Night Sky | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | -499280 | none | |
| 6793 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | SERGIO PEREZ | |
| 6860 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | SERGIO PEREZ | |
| 6776 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team Polo Shirt- Youth Navy | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | SERGIO PEREZ | |
| 10563 | Mercedes AMG Petronas F1 Men's Lightweight Padded Vest | 3020724 | Apparel & Accessories > Clothing > Outerwear > Vests | none | -1004801 | none | |
| 10561 | Mercedes AMG Petronas F1 2023 Team Crew Sweatshirt | 2958234 | LEWIS HAMILTON | -1067291 | none | ||
| 10562 | Mercedes AMG Petronas F1 2023 Kids Team Hooded Sweatshirt- | 2465195 | LEWIS HAMILTON | -1560330 | none | ||
| 10550 | Mercedes AMG Petronas F1 2023 Team Hoodie | 2465195 | LEWIS HAMILTON | -1560330 | none | ||
| 1520 | CHECK MATE BLANKET | 1979596 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | -2045929 | BABY, CERAMIC, CHILDREN, VALENTINES DAY | |
| 11614 | Mens uniform Golf shorts, khaki | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | -2458954 | PROMOTIONAL | |
| 7352 | Vidda Pro Pants - Long - Dark Olive | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | -2964475 | none | |
| 12627 | Knit Watch Cap Black | 493039 | HATS | -3532486 | none | ||
| 1484 | Zoe Dress in Gingham | 25044 | Apparel & Accessories > Clothing > Dresses | none | -4000481 | CLOTHING, DRESSES, FEMALE | |
| 1460 | Aniela Dress in Blush | 25044 | Apparel & Accessories > Clothing > Dresses | none | -4000481 | CLOTHING, DRESSES, FEMALE | |
| 1524 | EMERSON SLEEPER - BIG POLKA / PEWTER | 4 | Baby & Toddler | none | -4025521 | CHILDREN | |
| 1513 | CHECKERED BABY HOODIE | 4 | Baby & Toddler | none | -4025521 | CHILDREN | |
| 6779 | Red Bull Racing F1 Women's 2023 Max Verstappen Team T-Shirt- Navy | 0 | MAX VERSTAPPEN | -4025525 | none | ||
| 42 | Patriotic ‘AMERICA’ Bikini | 0 | BIKINI | -4025525 | AMERICA | ||
| 6796 | Red Bull Racing F1 Men's 2023 Max Verstappen Team T-Shirt- Navy | 0 | MAX VERSTAPPEN | -4025525 | none | ||
| 43 | Patriotic ‘AMERICA’ Capri Leggings | 0 | LEGGINGS | -4025525 | AMERICA | ||
| 9917 | MAR-092 | Kickboxing & Thai Boxing Shorts (G) | 0 | SHORTS | -4025525 | none | ||
| 10166 | Fair Flies Shield Short-Sleeve Tee | 0 | TEE | -4025525 | CLOTHING, T-SHIRT | ||
| 1528 | Chaqueta Diamond Jacquard Blazer | 0 | BLAZER | -4025525 | BLOUSES, SHIRTS | ||
| 46 | Patriotic ‘Thin Blue America’ Capri Leggings | 0 | LEGGINGS | -4025525 | AMERICA | ||
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | 0 | LEWIS HAMILTON | -4025525 | MD | ||
| 6717 | Mercedes AMG Petronas F1 2023 Men's Driver T-Shirt - Black/White | 0 | LEWIS HAMILTON | -4025525 | none | ||
| 6764 | Mercedes AMG Petronas F1 2023 Kids Driver T-Shirt - Black/White | 0 | LEWIS HAMILTON | -4025525 | none | ||
| 6766 | Red Bull Racing F1 Kid's 2023 Max Verstappen Team T-Shirt - Youth Navy | 0 | MAX VERSTAPPEN | -4025525 | none | ||
| 12422 | Infant Thin Yellow Line US Tattered Flag Short Sleeve Baby Bodysuit - Onesie | -174 | 10-20 | -4025699 | BABY, SHIRTS, SHORT-SLEEVE | ||
| 10551 | Mercedes AMG Petronas F1 2023 Men's Team Button Down Shirt | -493039 | LEWIS HAMILTON | -4518564 | none | ||
| 4553 | Reversible Milochi Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | -4624820 | none | ||
| 4549 | Reversible Geryia Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | -4624820 | none | ||
| 10560 | Mercedes AMG Petronas F1 2023 Kids Team Polo - Youth | -986078 | LEWIS HAMILTON | -5011603 | none | ||
| 6794 | Red Bull Racing F1 Women's 2023 Max Verstappen Team Polo Shirt- Navy | -986078 | MAX VERSTAPPEN | -5011603 | none | ||
| 8830 | Pagani Automobili Men's Polo Dark Grey | -2958234 | GREY | -6983759 | none | ||
| 44 | Patriotic ‘AMERICA’ Women’s Crop Tee | -2995840 | SHIRT, CROP TOP | -7021365 | CLOTHING, AMERICA | ||
| 8688 | Red Bull Racing F1 Max Verstappen "MV1" Driver Hoodie - Night Sky | -3963035 | MAX VERSTAPPEN | -7988560 | none | ||
| 1478 | Black Gumball Board Shorts | -4387423 | PANTS | -8412948 | ATHLETIC, BOTTOMS, GAZZY BY GAZZO | ||
| 13780 | Kingdom of Tonga Hibiscus Turtle Sarong | -11876783 | GREEN, BLUE, RED | -15902308 | LOGO |