Fold 4 - Understanding why coefficient 4 was selected
Tag: KIDS
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 67
Unique residual values tried: 16
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? |
|---|---|---|---|---|---|
| 4 | 22.281690 | 4 | 4 (4) | Baby & Toddler | Yes |
| 146 | 22.352113 | 4.2 | 2.4 (2*71 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 0 | 58.042259 | 0 | 0 (0) | No | |
| 715822 | 58.042265 | 0.0.0.2 | 2.0.0.0 (2*71^3) | No | |
| -1386417 | 58.098592 | -0.2.62.3 | -3.62.2.0 (-(3*71^3 + 62*71^2 + 2*71)) | No | |
| -2485142 | 58.112676 | -0.70.66.6 | -6.66.70.0 (-(6*71^3 + 66*71^2 + 70*71)) | No | |
| 131293 | 62.028169 | 14.3.26 | 26.3.14 (26*71^2 + 3*71 + 14) | Home & Garden > Decor > Door Mats | No |
| 1437764 | 62.056338 | 14.15.1.4 | 4.1.15.14 (4*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| -2928807 | 62.056338 | -57.70.12.8 | -8.12.70.57 (-(8*71^3 + 12*71^2 + 70*71 + 57)) | No | |
| -2570982 | 64.014087 | -1.1.13.7 | -7.13.1.1 (-(7*71^3 + 13*71^2 + 71 + 1)) | No | |
| -2928893 | 64.014087 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| -4698213 | 64.028169 | -1.0.9.13 | -13.9.0.1 (-(13*71^3 + 9*71^2 + 1)) | No | |
| 4698514 | 65.000000 | 18.4.9.13 | 13.9.4.18 (13*71^3 + 9*71^2 + 4*71 + 18) | Office Supplies > General Office Supplies > Paper Products > Stationery | No |
| 4718448 | 65.000198 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 356529838 | 65.000198 | 1.1.10.2.14 | 14.2.10.1.1 (14*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trucker Jackets | No |
| -2928728 | 66.000000 | -49.69.12.8 | -8.12.69.49 (-(8*71^3 + 12*71^2 + 69*71 + 49)) | No |
These are the training products that have the "KIDS" tag (processing sequence 155). 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 |
|---|---|---|---|---|---|---|---|
| 1514 | CHECKER QUILT JACKET BY SAJ | 356529838 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trucker Jackets | none | 356529834 | TOP | |
| 8681 | Red Bull Racing F1 Kids Max Verstappen Driver Hoodie -Youth Orange | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 4718444 | FANWEAR | |
| 2061 | The Jungle! 1 | 4698514 | Office Supplies > General Office Supplies > Paper Products > Stationery | none | 4698510 | none | |
| 2035 | Purple Brush Stroke | 4698514 | Office Supplies > General Office Supplies > Paper Products > Stationery | none | 4698510 | none | |
| 1520 | CHECK MATE BLANKET | 1437764 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 1437760 | CERAMIC | |
| 6766 | Red Bull Racing F1 Kid's 2023 Max Verstappen Team T-Shirt - Youth Navy | 715822 | NAVY | 715818 | none | ||
| 6765 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team T-Shirt- Youth Navy | 715822 | NAVY | 715818 | none | ||
| 8348 | Artwork Converted to a Doormat | 131293 | Home & Garden > Decor > Door Mats | none | 131289 | ART_DOORMAT | |
| 4985 | Upload your Own Design! | 131293 | Home & Garden > Decor > Door Mats | none | 131289 | ART_DOORMAT | |
| 8350 | Kid's Art Converted to a Doormat | 131293 | Home & Garden > Decor > Door Mats | none | 131289 | ART_DOORMAT | |
| 9740 | 1st birthday dress for baby girl - Deep Pink Mouse | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9314 | Baby girl one year old birthday outfit - Deep Pink | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9397 | Baby girl one year old birthday outfit - Black | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9701 | Baby first birthday outfit girl - White and pink one | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9702 | Baby first birthday outfit girl - White and pink lit one | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9708 | Baby girl first birthday outfit - Deep Pink Flower | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9709 | Baby girl first birthday outfit - Deep Pink Two | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9717 | Baby girl first birthday outfit - Deep Pink Cupcake | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9718 | Baby girl first birthday outfit - Light Pink One | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9719 | Baby girl first birthday outfit - Light Pink Cupcake | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9720 | Baby girl first birthday outfit - Red ice cream | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9730 | Baby girl first birthday outfit - Red Cupcake | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9739 | 2nd birthday tutu dress - Deep Pink Two | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9753 | 1st birthday dress for baby girl - White and Pink Heart | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9761 | 1st birthday dress for baby girl - White and Deep Pink One | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9762 | 1st birthday dress for baby girl - White and Pink One | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9764 | 1st birthday dress for baby girl - Deep Pink Cupcake | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9780 | 2nd birthday outfit for baby girl long sleeve - Pink two | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 10095 | Baby girl first birthday dress long sleeve - Light pink one | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 10143 | 1st birthday outfit baby girl - Light Pink | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 10164 | First birthday outfit baby girl - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10106 | Baby girl first birthday dress long sleeve - Light pink cake | 4 | Baby & Toddler | none | 0 | none | |
| 10107 | Baby girl first birthday dress long sleeve - Deep pink cake | 4 | Baby & Toddler | none | 0 | none | |
| 10116 | 2nd birthday tutu for baby girl - Light pink and white two | 4 | Baby & Toddler | none | 0 | none | |
| 10117 | 2nd birthday tutu for baby girl - Deep pink and white two | 4 | Baby & Toddler | none | 0 | none | |
| 10119 | First birthday outfit for baby girls - Light pink and white one | 4 | Baby & Toddler | none | 0 | none | |
| 10120 | First birthday outfit for baby girls - Deep pink and white one | 4 | Baby & Toddler | none | 0 | none | |
| 10130 | First birthday outfit for baby girls - Cake deep pink and white | 4 | Baby & Toddler | none | 0 | none | |
| 9736 | Second birthday dress for baby girl - Long sleeve | 4 | Baby & Toddler | none | 0 | none | |
| 9738 | Cute 1 year old baby girl outfits - One Crown | 4 | Baby & Toddler | none | 0 | none | |
| 10131 | Toddler 2nd birthday outfit girl - Pink and Black | 4 | Baby & Toddler | none | 0 | none | |
| 1513 | CHECKERED BABY HOODIE | 4 | Baby & Toddler | none | 0 | none | |
| 10133 | First birthday unicorn outfit - White and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10134 | First birthday outfit girls - Black and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10142 | 1st birthday outfit baby girl - Black and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9763 | 1st birthday dress for baby girl - Pink Leopard Cupcake | 4 | Baby & Toddler | none | 0 | none | |
| 10176 | First birthday outfit baby girl - Purple | 4 | Baby & Toddler | none | 0 | none | |
| 10157 | First birthday party outfit girl - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 1524 | EMERSON SLEEPER - BIG POLKA / PEWTER | 4 | Baby & Toddler | none | 0 | none | |
| 9894 | Baby girl first birthday dress long sleeve - White and pink leopard | 4 | Baby & Toddler | none | 0 | none | |
| 9347 | Baby girl one year old birthday outfit - Purple | 4 | Baby & Toddler | none | 0 | none | |
| 9348 | Baby girl one year old birthday outfit - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10093 | Baby girl first birthday dress long sleeve - Deep pink heart | 4 | Baby & Toddler | none | 0 | none | |
| 9692 | Plaid dress for baby girl - Red and black | 4 | Baby & Toddler | none | 0 | none | |
| 10094 | Baby girl first birthday dress long sleeve - Deep pink one | 4 | Baby & Toddler | none | 0 | none | |
| 8682 | Red Bull Racing F1 Kids Max Verstappen Driver T-Shirt - White/Exotic Orange | 0 | WHITE | -4 | FANWEAR | ||
| 6776 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team Polo Shirt- Youth Navy | 0 | NAVY | -4 | none | ||
| 6777 | Red Bull Racing F1 Kid's 2023 Max Verstappen Team Polo Shirt- Youth Navy | 0 | NAVY | -4 | none | ||
| 8696 | Red Bull Racing F1 Kid's Core Logo Polo -Night Sky | 0 | NAVY | -4 | FANWEAR | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | -1386417 | ORGANIC | -1386421 | COLDS, INFANTS, CHILDREN'S | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -1386417 | ORGANIC | -1386421 | COLDS, CHILDREN'S | ||
| 8798 | Formula 1 Tech Collection F1 Kids Large Logo Baseball Hat Black | -2485142 | BLACK | -2485146 | FANWEAR | ||
| 8718 | McLaren F1 Kid's Dynamic Sweatshirt - Youth Phantom | -2570982 | BLUE, BLACK | -2570986 | 2022, GRAY, FANWEAR | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | -2928728 | BLACK | -2928732 | 2022, ADULT, FANWEAR, MD | ||
| 8730 | Mercedes Benz AMG Petronas F1 Packable Backpack Black | -2928807 | BLACK | -2928811 | 2022, ADULT, FANWEAR | ||
| 6764 | Mercedes AMG Petronas F1 2023 Kids Driver T-Shirt - Black/White | -2928893 | BLACK, WHITE | -2928897 | GEORGE RUSSELL | ||
| 8836 | Williams Racing F1 2023 Kids Team Baseball Hat - Youth Navy/White | -4698213 | NAVY, WHITE | -4698217 | none |