Fold 1 - 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: 74
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 | 37.013962 | 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 | 37.013987 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 6490720 | 37.013989 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 3532486 | 37.013995 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 6983759 | 37.013995 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 624249864 | 37.017948 | 1.1.10.2.16 | 16.2.10.1.1 (16*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | No |
| 1048568 | 37.017948 | 1.1.10.2 | 2.10.1.1 (2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | No |
| 62490 | 37.017950 | 1.1.10 | 10.1.1 (10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear | No |
| 157329449 | 37.018106 | 1.1.8.3.4 | 4.3.8.1.1 (4*79^4 + 3*79^3 + 8*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Men's Undergarments > Men's Underwear > Briefs | No |
| 3526245 | 37.018108 | 1.1.12.7 | 7.12.1.1 (7*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 1061050 | 37.018108 | 1.1.12.2 | 2.12.1.1 (2*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Cargo Pants | No |
| 1129701 | 37.018266 | 1.1.23.2 | 2.23.1.1 (2*79^3 + 23*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | No |
| 1092334 | 37.455696 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| 0 | 49.000006 | 0 | 0 (0) | No | |
| 986078 | 49.000047 | 0.0.0.2 | 2.0.0.0 (2*79^3) | No | |
| 493039 | 49.000049 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| -4025525 | 70.000004 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -6983759 | 70.000006 | -1.1.13.14 | -14.13.1.1 (-(14*79^3 + 13*79^2 + 79 + 1)) | No | |
| -574252 | 70.000006 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | No | |
| 1541273 | 72.000160 | 62.75.9.3 | 3.9.75.62 (3*79^3 + 9*79^2 + 75*79 + 62) | No | |
| -4599777 | 72.000160 | -2.2.26.9 | -9.26.2.2 (-(9*79^3 + 26*79^2 + 2*79 + 2)) | No | |
| -2995840 | 72.000160 | -2.2.6.6 | -6.6.2.2 (-(6*79^3 + 6*79^2 + 2*79 + 2)) | No | |
| 3014149 | 72.000160 | 62.75.8.6 | 6.8.75.62 (6*79^3 + 8*79^2 + 75*79 + 62) | No | |
| -9680031 | 72.012658 | -3.3.50.19 | -19.50.3.3 (-(19*79^3 + 50*79^2 + 3*79 + 3)) | No | |
| 546349698 | 72.012658 | 76.0.10.2.14 | 14.2.10.0.76 (14*79^4 + 2*79^3 + 10*79^2 + 76) | No | |
| 4 | 73.000000 | 4 | 4 (4) | Baby & Toddler | No |
| 3951752 | 73.000000 | 14.15.1.8 | 8.1.15.14 (8*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Pillowcases & Shams | No |
These are the training products that have the "APPAREL" tag (processing sequence 3786). 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 | 624249864 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 620224339 | none | |
| 1514 | CHECKER QUILT JACKET BY SAJ | 546349698 | BABY | 542324173 | none | ||
| 6072 | JOCKMAIL Brand sexy underwear men briefs Cuecas sissy playful printed Gay Underwear calzoncillos hombre slips Male Panties Hot | 157329449 | Apparel & Accessories > Clothing > Men's Undergarments > Men's Underwear > Briefs | none | 153303924 | none | |
| 6073 | JOCKMAIL Sexy Man Underwear Men Briefs Cotton Male Panties Slip Cueca Gay Underpants Briefs men Shorts Fashion Printed stars | 157329449 | Apparel & Accessories > Clothing > Men's Undergarments > Men's Underwear > Briefs | none | 153303924 | none | |
| 10561 | Mercedes AMG Petronas F1 2023 Team Crew Sweatshirt | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | none | |
| 8718 | McLaren F1 Kid's Dynamic Sweatshirt - Youth Phantom | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | 2022 | |
| 10550 | Mercedes AMG Petronas F1 2023 Team Hoodie | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | none | |
| 8681 | Red Bull Racing F1 Kids Max Verstappen Driver Hoodie -Youth Orange | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | none | |
| 10562 | Mercedes AMG Petronas F1 2023 Kids Team Hooded Sweatshirt- | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | none | |
| 6796 | Red Bull Racing F1 Men's 2023 Max Verstappen Team T-Shirt- Navy | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18546 | Celebrate 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 | |
| 12633 | The Original Lone Saguaro Unisex T-shirt | 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 | |
| 12597 | Fuck It Shirt - Dice Unisex Pocket T-shirt | 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 | |
| 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 | |
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | MD | |
| 6672 | Mercedes AMG Petronas F1 2023 Men's Set Up Driver T-Shirt - Volt Green | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 6673 | Mercedes AMG Petronas F1 George Russell Sports T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 6717 | Mercedes AMG Petronas F1 2023 Men's Driver T-Shirt - Black/White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 6764 | Mercedes AMG Petronas F1 2023 Kids Driver T-Shirt - Black/White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 6766 | Red Bull Racing F1 Kid's 2023 Max Verstappen Team T-Shirt - Youth Navy | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 6779 | Red Bull Racing F1 Women's 2023 Max Verstappen Team T-Shirt- Navy | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 8639 | Formula 1 Tech Limited Edition Saudi Arabian Jeddah GP T-Shirt - White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 4562 | Ulo Accent Pillowcase | 3951752 | Home & Garden > Linens & Bedding > Bedding > Pillowcases & Shams | none | -73773 | none | |
| 10551 | Mercedes AMG Petronas F1 2023 Men's Team Button Down Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 8703 | Red Bull Racing F1 Men's Lifestyle Sweatpants - Night Sky | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | -499280 | none | |
| 10597 | Red Bull Racing F1 Men's 2023 Max Verstappen Team Polo Shirt- Navy | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | none | |
| 10560 | Mercedes AMG Petronas F1 2023 Kids Team Polo - Youth | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | none | |
| 6681 | Mercedes AMG Petronas F1 2023 Men's Team Polo - Black/White | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | none | |
| 6777 | Red Bull Racing F1 Kid's 2023 Max Verstappen Team Polo Shirt- Youth Navy | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | none | |
| 8696 | Red Bull Racing F1 Kid's Core Logo Polo -Night Sky | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | none | |
| 11601 | 102 Members Only pocket polo, Black | 3014149 | PROMOTIONAL | -1011376 | none | ||
| 11614 | Mens uniform Golf shorts, khaki | 1541273 | PROMOTIONAL | -2484252 | none | ||
| 13780 | Kingdom of Tonga Hibiscus Turtle Sarong | 1129701 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | -2895824 | none | |
| 12627 | Knit Watch Cap Black | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | -2933191 | HATS | |
| 7352 | Vidda Pro Pants - Long - Dark Olive | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | -2964475 | none | |
| 18547 | Signature Logo Hoodie | 1048568 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | -2976957 | none | |
| 6778 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | 986078 | SERGIO PEREZ | -3039447 | none | ||
| 6795 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | 986078 | SERGIO PEREZ | -3039447 | none | ||
| 10578 | Mercedes AMG Petronas F1 2023 Team 1/4 Zip Sweatshirt | 493039 | HOODIE | -3532486 | none | ||
| 8688 | Red Bull Racing F1 Max Verstappen "MV1" Driver Hoodie - Night Sky | 62490 | Apparel & Accessories > Clothing > Outerwear | none | -3963035 | none | |
| 1513 | CHECKERED BABY HOODIE | 4 | Baby & Toddler | none | -4025521 | none | |
| 4055 | Sisters Leading The Way 2.0 Raglan | 0 | UNISEX / MEN'S | -4025525 | none | ||
| 4039 | Mr. Genocide | 0 | UNISEX / MEN'S | -4025525 | none | ||
| 1526 | 60s Floral Jacquard Dress | 0 | DRESSES | -4025525 | none | ||
| 18721 | 3D Cat Baseball Cap | 0 | HAT | -4025525 | CATALOG | ||
| 6793 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | 0 | SERGIO PEREZ | -4025525 | none | ||
| 6776 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team Polo Shirt- Youth Navy | 0 | SERGIO PEREZ | -4025525 | none | ||
| 4553 | Reversible Milochi Head Wrap African Print | 0 | HEADSCARF | -4025525 | FEATURED | ||
| 4549 | Reversible Geryia Head Wrap African Print | 0 | HEADSCARF | -4025525 | FEATURED | ||
| 8830 | Pagani Automobili Men's Polo Dark Grey | 0 | POLO | -4025525 | none | ||
| 4548 | Reversible Friarachi Head Wrap African Print | 0 | HEADSCARF | -4025525 | FEATURED | ||
| 12609 | B.S. Snake Unisex T-shirt White | 0 | DESERT | -4025525 | none | ||
| 42 | Patriotic ‘AMERICA’ Bikini | 0 | BIKINI | -4025525 | none | ||
| 1460 | Aniela Dress in Blush | 0 | DRESSES | -4025525 | VERISHOP | ||
| 46 | Patriotic ‘Thin Blue America’ Capri Leggings | 0 | LEGGINGS | -4025525 | none | ||
| 43 | Patriotic ‘AMERICA’ Capri Leggings | 0 | LEGGINGS | -4025525 | none | ||
| 18715 | Pink Bunny Ball Cap | 0 | HAT | -4025525 | CATALOG | ||
| 6860 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | 0 | SERGIO PEREZ | -4025525 | none | ||
| 1484 | Zoe Dress in Gingham | 0 | DRESSES | -4025525 | VERISHOP | ||
| 1483 | Zoe Dress in Mod Floral | 0 | DRESSES | -4025525 | VERISHOP | ||
| 12385 | B.S. Nihongo Unisex T-shirt White | 0 | DESERT | -4025525 | none | ||
| 12596 | Happy Drink Unisex T-shirt Black | 0 | DESERT | -4025525 | none | ||
| 12598 | Positive Banana Unisex T-shirt White | 0 | DESERT | -4025525 | none | ||
| 13583 | Women's Crop Tank Top | -574252 | TANK TOP, CROP TOP | -4599777 | none | ||
| 44 | Patriotic ‘AMERICA’ Women’s Crop Tee | -2995840 | SHIRT, CROP TOP | -7021365 | none | ||
| 10166 | Fair Flies Shield Short-Sleeve Tee | -4025525 | TEE, T-SHIRT | -8051050 | none | ||
| 45 | Patriotic ‘AMERICA’ Women's Racerback Tank | -4025525 | T-SHIRT, TANK TOP | -8051050 | none | ||
| 1528 | Chaqueta Diamond Jacquard Blazer | -4599777 | BLOUSES, BLAZER, SHIRTS | -8625302 | TOPS | ||
| 12384 | B.S. Snake Unisex Pullover Hoodie Black | -6983759 | SWEATSHIRTS, HOODIE | -11009284 | none | ||
| 1478 | Black Gumball Board Shorts | -9680031 | WORKOUT, ATHLETIC, SWIM, PANTS | -13705556 | BOTTOMS |