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: 73
Unique residual values tried: 32
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 | 37.013798 | 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 | 37.013829 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 3039447 | 37.013829 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 6983759 | 37.013835 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 25044 | 37.017625 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 3020724 | 37.017948 | 1.1.10.6 | 6.10.1.1 (6*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Vests | No |
| 78948730 | 37.017948 | 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 | 37.018106 | 1.1.14.3 | 3.14.1.1 (3*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | No |
| 1092334 | 37.443038 | 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 | 49.013317 | 0 | 0 (0) | No | |
| -986078 | 49.013328 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | No | |
| -493039 | 49.013336 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No | |
| 2958234 | 49.013336 | 0.0.0.6 | 6.0.0.0 (6*79^3) | No | |
| -1972156 | 49.013336 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | No | |
| 2465195 | 49.013336 | 0.0.0.5 | 5.0.0.0 (5*79^3) | No | |
| 620224339 | 49.016025 | 0.0.76.72.15 | 15.72.76.0.0 (15*79^4 + 72*79^3 + 76*79^2) | No | |
| -3963035 | 49.016025 | -0.0.3.8 | -8.3.0.0 (-(8*79^3 + 3*79^2)) | No | |
| -4387423 | 49.016183 | -0.0.71.8 | -8.71.0.0 (-(8*79^3 + 71*79^2)) | No | |
| -5005282 | 49.016183 | -0.0.12.10 | -10.12.0.0 (-(10*79^3 + 12*79^2)) | No | |
| 2988886 | 49.291139 | 0.72.4.6 | 6.4.72.0 (6*79^3 + 4*79^2 + 72*79) | No | |
| -599295 | 69.025316 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | No | |
| -4025525 | 69.025477 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| 1366699 | 69.025477 | 78.77.60.2 | 2.60.77.78 (2*79^3 + 60*79^2 + 77*79 + 78) | No | |
| 425960572 | 71.000160 | 77.76.74.73.10 | 10.73.74.76.77 (10*79^4 + 73*79^3 + 74*79^2 + 76*79 + 77) | No | |
| -8918549 | 71.000160 | -2.2.7.18 | -18.7.2.2 (-(18*79^3 + 7*79^2 + 2*79 + 2)) | No | |
| 4024800 | 72.000000 | 66.70.12.8 | 8.12.70.66 (8*79^3 + 12*79^2 + 70*79 + 66) | No | |
| 4 | 72.000000 | 4 | 4 (4) | Baby & Toddler | No |
| -174 | 72.000000 | -16.2 | -2.16 (-(2*79 + 16)) | No | |
| -44807 | 72.000000 | -14.14.7 | -7.14.14 (-(7*79^2 + 14*79 + 14)) | No | |
| 1979596 | 72.000000 | 14.15.1.4 | 4.1.15.14 (4*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| -606182 | 72.000000 | -15.10.18.1 | -1.18.10.15 (-(493039 + 18*79^2 + 10*79 + 15)) | No | |
| 3352457 | 72.000000 | 13.13.63.6 | 6.63.13.13 (6*79^3 + 63*79^2 + 13*79 + 13) | No |
These are the training products that have the "APPAREL" tag (processing sequence 450). 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 | GEORGE RUSSELL | ||
| 1514 | CHECKER QUILT JACKET BY SAJ | 425960572 | TOP, SMALL | 421935047 | BABY, CHILDREN | ||
| 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 | HOODIE | |
| 12631 | Pair-A-Dice Unisex Pullover Hoodie | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | COTTON, HOODIE, SWEATSHIRTS | |
| 12630 | Snapping Rose Sweatshirt Unisex Black | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | COTTON, HOODIE, SWEATSHIRTS | |
| 12384 | B.S. Snake Unisex Pullover Hoodie Black | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | COTTON, HOODIE, SWEATSHIRTS | |
| 12594 | Touch Nature Unisex Pullover Hoodie | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | COTTON, HOODIE, SWEATSHIRTS | |
| 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 | |
| 4055 | Sisters Leading The Way 2.0 Raglan | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | LADY'S, UNISEX / MEN'S | |
| 12595 | Banana Unisex T-shirt White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | BFCM, COTTON, DESERT | |
| 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 | BFCM, COTTON | |
| 12385 | B.S. Nihongo Unisex T-shirt White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | BFCM, COTTON, DESERT | |
| 8592 | No One Should Live In a Closet - Gay Pride Top | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | T-SHIRT | |
| 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 | |
| 12633 | The Original Lone Saguaro Unisex T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | BFCM, COTTON | |
| 12632 | Pair-A-Dice Unisex T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | BFCM, COTTON | |
| 12611 | Bud's Unisex T-shirt Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | COTTON | |
| 12608 | B.S. Snake Unisex T-shirt Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | BFCM, COTTON, DESERT | |
| 12597 | Fuck It Shirt - Dice Unisex Pocket T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | BFCM, COTTON | |
| 12596 | Happy Drink Unisex T-shirt Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | BFCM, COTTON, DESERT | |
| 12657 | The Original Get Lost Unisex T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | COTTON | |
| 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 | |
| 10166 | Fair Flies Shield Short-Sleeve Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | CLOTHING, T-SHIRT | |
| 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 | 4024800 | GRAY | -725 | 2022 | ||
| 4562 | Ulo Accent Pillowcase | 3352457 | ACCESSORIES | -673068 | none | ||
| 11601 | 102 Members Only pocket polo, Black | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | PROMOTIONAL | |
| 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 | |
| 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 | |
| 8696 | Red Bull Racing F1 Kid's Core Logo Polo -Night Sky | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | none | |
| 10563 | Mercedes AMG Petronas F1 Men's Lightweight Padded Vest | 3020724 | Apparel & Accessories > Clothing > Outerwear > Vests | none | -1004801 | none | |
| 8830 | Pagani Automobili Men's Polo Dark Grey | 2988886 | GREY | -1036639 | none | ||
| 10561 | Mercedes AMG Petronas F1 2023 Team Crew Sweatshirt | 2958234 | LEWIS HAMILTON | -1067291 | GEORGE RUSSELL | ||
| 10550 | Mercedes AMG Petronas F1 2023 Team Hoodie | 2465195 | LEWIS HAMILTON | -1560330 | GEORGE RUSSELL | ||
| 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 | |
| 8681 | Red Bull Racing F1 Kids Max Verstappen Driver Hoodie -Youth Orange | 1366699 | ORANGE, MAX VERSTAPPEN | -2658826 | none | ||
| 12627 | Knit Watch Cap Black | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | -2933191 | BFCM, HATS | |
| 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 | |
| 1483 | Zoe Dress in Mod Floral | 25044 | Apparel & Accessories > Clothing > Dresses | none | -4000481 | CLOTHING, DRESSES, FEMALE | |
| 1526 | 60s Floral Jacquard Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | -4000481 | DRESSES, FEMALE | |
| 1524 | EMERSON SLEEPER - BIG POLKA / PEWTER | 4 | Baby & Toddler | none | -4025521 | CHILDREN | |
| 6796 | Red Bull Racing F1 Men's 2023 Max Verstappen Team T-Shirt- Navy | 0 | MAX VERSTAPPEN | -4025525 | none | ||
| 6766 | Red Bull Racing F1 Kid's 2023 Max Verstappen Team T-Shirt - Youth Navy | 0 | MAX VERSTAPPEN | -4025525 | none | ||
| 8682 | Red Bull Racing F1 Kids Max Verstappen Driver T-Shirt - White/Exotic Orange | 0 | MAX VERSTAPPEN | -4025525 | none | ||
| 6764 | Mercedes AMG Petronas F1 2023 Kids Driver T-Shirt - Black/White | 0 | LEWIS HAMILTON | -4025525 | GEORGE RUSSELL | ||
| 6717 | Mercedes AMG Petronas F1 2023 Men's Driver T-Shirt - Black/White | 0 | LEWIS HAMILTON | -4025525 | GEORGE RUSSELL | ||
| 42 | Patriotic ‘AMERICA’ Bikini | 0 | BIKINI | -4025525 | none | ||
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | 0 | LEWIS HAMILTON | -4025525 | GEORGE RUSSELL, MD | ||
| 1528 | Chaqueta Diamond Jacquard Blazer | 0 | BLAZER | -4025525 | BLOUSES, SHIRTS | ||
| 45 | Patriotic ‘AMERICA’ Women's Racerback Tank | 0 | TANK TOP | -4025525 | T-SHIRT | ||
| 6779 | Red Bull Racing F1 Women's 2023 Max Verstappen Team T-Shirt- 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 | ||
| 13583 | Women's Crop Tank Top | -44807 | TANK TOP, ACCESSORY | -4070332 | CROP TOP | ||
| 10551 | Mercedes AMG Petronas F1 2023 Men's Team Button Down Shirt | -493039 | LEWIS HAMILTON | -4518564 | GEORGE RUSSELL | ||
| 4549 | Reversible Geryia Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | -4624820 | none | ||
| 4548 | Reversible Friarachi Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | -4624820 | BEST SELLER | ||
| 8718 | McLaren F1 Kid's Dynamic Sweatshirt - Youth Phantom | -606182 | BLUE, ORANGE, GRAY | -4631707 | 2022 | ||
| 6681 | Mercedes AMG Petronas F1 2023 Men's Team Polo - Black/White | -986078 | LEWIS HAMILTON | -5011603 | GEORGE RUSSELL | ||
| 6794 | Red Bull Racing F1 Women's 2023 Max Verstappen Team Polo Shirt- Navy | -986078 | MAX VERSTAPPEN | -5011603 | none | ||
| 10560 | Mercedes AMG Petronas F1 2023 Kids Team Polo - Youth | -986078 | LEWIS HAMILTON | -5011603 | GEORGE RUSSELL | ||
| 10597 | Red Bull Racing F1 Men's 2023 Max Verstappen Team Polo Shirt- Navy | -986078 | MAX VERSTAPPEN | -5011603 | none | ||
| 6777 | Red Bull Racing F1 Kid's 2023 Max Verstappen Team Polo Shirt- Youth Navy | -986078 | MAX VERSTAPPEN | -5011603 | none | ||
| 6673 | Mercedes AMG Petronas F1 George Russell Sports T-Shirt | -1972156 | BLUE | -5997681 | GEORGE RUSSELL | ||
| 8688 | Red Bull Racing F1 Max Verstappen "MV1" Driver Hoodie - Night Sky | -3963035 | MAX VERSTAPPEN | -7988560 | none | ||
| 6672 | Mercedes AMG Petronas F1 2023 Men's Set Up Driver T-Shirt - Volt Green | -4025525 | LEWIS HAMILTON, GREEN | -8051050 | GEORGE RUSSELL | ||
| 1478 | Black Gumball Board Shorts | -4387423 | PANTS | -8412948 | ATHLEISURE, ATHLETIC, BOTTOMS, GAZZY BY GAZZO, SWIM | ||
| 8689 | Porsche Design Women's Functional Pique Polo - Dark Blue | -5005282 | BLUE | -9030807 | MD | ||
| 13780 | Kingdom of Tonga Hibiscus Turtle Sarong | -8918549 | BLUE, GREEN, FABRIC | -12944074 | none |