Fold 3 - Understanding why coefficient 4 was selected
Tag: KIDS
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 74
Unique residual values tried: 23
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 | 27.309859 | 4 | 4 (4) | Baby & Toddler | Yes |
| 146 | 27.352113 | 4.2 | 2.4 (2*71 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 0 | 66.042455 | 0 | 0 (0) | No | |
| -715822 | 66.042460 | -0.0.0.2 | -2.0.0.0 (-(2*71^3)) | No | |
| -1487095 | 66.043047 | -0.0.11.4 | -4.11.0.0 (-(4*71^3 + 11*71^2)) | No | |
| -2485142 | 66.098592 | -0.70.66.6 | -6.66.70.0 (-(6*71^3 + 66*71^2 + 70*71)) | No | |
| -1386417 | 66.098592 | -0.2.62.3 | -3.62.2.0 (-(3*71^3 + 62*71^2 + 2*71)) | No | |
| -2923567 | 66.098592 | -0.68.11.8 | -8.11.68.0 (-(8*71^3 + 11*71^2 + 68*71)) | No | |
| 131293 | 68.028169 | 14.3.26 | 26.3.14 (26*71^2 + 3*71 + 14) | Home & Garden > Decor > Door Mats | No |
| -2928807 | 68.070423 | -57.70.12.8 | -8.12.70.57 (-(8*71^3 + 12*71^2 + 70*71 + 57)) | No | |
| 1437764 | 68.070423 | 14.15.1.4 | 4.1.15.14 (4*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| 4698514 | 71.014085 | 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 |
| -2928893 | 71.014087 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| -2570982 | 71.014087 | -1.1.13.7 | -7.13.1.1 (-(7*71^3 + 13*71^2 + 71 + 1)) | No | |
| 18 | 71.028169 | 18 | 18 (18) | Office Supplies | No |
| -5414035 | 71.028169 | -1.0.9.15 | -15.9.0.1 (-(15*71^3 + 9*71^2 + 1)) | No | |
| 4718448 | 72.014085 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 443751 | 72.014085 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 303 | 73.000000 | 19.4 | 4.19 (4*71 + 19) | Product Add-Ons > Product Customization | No |
| -9774572 | 73.000000 | -2.1.22.27 | -27.22.1.2 (-(27*71^3 + 22*71^2 + 71 + 2)) | No | |
| 23 | 73.000000 | 23 | 23 (23) | Sporting Goods | No |
| -2928728 | 73.000000 | -49.69.12.8 | -8.12.69.49 (-(8*71^3 + 12*71^2 + 69*71 + 49)) | No | |
| 15211 | 73.000000 | 17.1.3 | 3.1.17 (3*71^2 + 71 + 17) | Media > Books > Print Books | No |
These are the training products that have the "KIDS" tag (processing sequence 78). 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 |
|---|---|---|---|---|---|---|---|
| 8681 | Red Bull Racing F1 Kids Max Verstappen Driver Hoodie -Youth Orange | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 4718444 | 2023, ORANGE | |
| 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 | |
| 8828 | Scuderia Ferrari F1 2022 Kids Team Baseball Hat-Youth Red | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 443747 | 2022 | |
| 4985 | Upload your Own Design! | 131293 | Home & Garden > Decor > Door Mats | none | 131289 | ART_DOORMAT | |
| 4984 | Your Logo, Photo or Artwork on a Doormat (CUSTOM) | 131293 | Home & Garden > Decor > Door Mats | none | 131289 | ART_DOORMAT | |
| 8348 | Artwork Converted to a Doormat | 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 | |
| 9335 | The Red Beast | 15211 | Media > Books > Print Books | none | 15207 | none | |
| 2053 | Starry World Tags | 303 | Product Add-Ons > Product Customization | none | 299 | none | |
| 9741 | 1st birthday dress for baby girl - Deep Pink Crown | 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 | |
| 9693 | Baby first birthday outfit girl - White and pink flower | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9694 | Baby first birthday outfit girl - White and pink cupcake | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9700 | Second birthday outfit for girls - White and pink | 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 | |
| 9716 | Baby girl first birthday outfit - Deep Pink One | 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 | |
| 9719 | Baby girl first birthday outfit - Light Pink Cupcake | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 9737 | 2nd birthday tutu outfit for baby girl | 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 | |
| 9740 | 1st birthday dress for baby girl - Deep Pink Mouse | 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 | |
| 9754 | 1st birthday dress for baby girl - 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 | |
| 9774 | 1st birthday dress for baby girl - White and 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 | |
| 10058 | Baby girl first birthday dress long sleeve - Pink flower | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 10129 | First birthday outfit for baby girls - Light pink and white cake | 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 | |
| 8640 | Mercedes AMG Petronas F1 Lewis Hamilton Flag | 23 | Sporting Goods | none | 19 | Product Add-Ons | 2023, LEWIS HAMILTON, WOMEN, ADULT |
| 2064 | the Swing! | 18 | Office Supplies | none | 14 | Home & Garden | none |
| 10094 | Baby girl first birthday dress long sleeve - Deep pink one | 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 | |
| 10118 | First birthday outfit for baby girls - Light pink and white crown | 4 | Baby & Toddler | none | 0 | none | |
| 10120 | First birthday outfit for baby girls - Deep pink and white one | 4 | Baby & Toddler | none | 0 | none | |
| 10164 | First birthday outfit baby girl - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9736 | Second birthday dress for baby girl - Long sleeve | 4 | Baby & Toddler | none | 0 | none | |
| 10130 | First birthday outfit for baby girls - Cake deep pink and white | 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 | |
| 10132 | Toddler 2nd birthday outfit girl - Pink and White | 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 | |
| 10141 | First birthday outfit girls - White and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 1524 | EMERSON SLEEPER - BIG POLKA / PEWTER | 4 | Baby & Toddler | none | 0 | none | |
| 10142 | 1st birthday outfit baby girl - Black and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10176 | First birthday outfit baby girl - Purple | 4 | Baby & Toddler | none | 0 | none | |
| 10151 | First birthday party outfit girl - Deep Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9763 | 1st birthday dress for baby girl - Pink Leopard Cupcake | 4 | Baby & Toddler | none | 0 | none | |
| 10157 | First birthday party outfit girl - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 8252 | "ONE" Sign Photo Prop | 4 | Baby & Toddler | none | 0 | none | |
| 9348 | Baby girl one year old birthday outfit - Pink | 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 | |
| 6766 | Red Bull Racing F1 Kid's 2023 Max Verstappen Team T-Shirt - Youth Navy | 0 | NAVY | -4 | 2023, YOUTH | ||
| 6765 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team T-Shirt- Youth Navy | 0 | NAVY | -4 | 2023, YOUTH | ||
| 8682 | Red Bull Racing F1 Kids Max Verstappen Driver T-Shirt - White/Exotic Orange | 0 | WHITE | -4 | 2023 | ||
| 6777 | Red Bull Racing F1 Kid's 2023 Max Verstappen Team Polo Shirt- Youth Navy | -715822 | NAVY | -715826 | 2023, YOUTH | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -1386417 | ORGANIC | -1386421 | CHILDREN'S | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | -1487095 | ORGANIC | -1487099 | ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE, CHILDREN'S, INFANTS, INSECT BITES, PERSONAL CARE | ||
| 8798 | Formula 1 Tech Collection F1 Kids Large Logo Baseball Hat Black | -2485142 | BLACK | -2485146 | 2021 | ||
| 8718 | McLaren F1 Kid's Dynamic Sweatshirt - Youth Phantom | -2570982 | BLACK, BLUE | -2570986 | YOUTH, ORANGE, GRAY, 2022 | ||
| 8708 | McLaren F1 Leather Strap Keyring | -2923567 | BLACK | -2923571 | 2022, WOMEN | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | -2928728 | BLACK | -2928732 | 2022, WOMEN, ADULT, MD | ||
| 8730 | Mercedes Benz AMG Petronas F1 Packable Backpack Black | -2928807 | BLACK | -2928811 | 2022, WOMEN, ADULT | ||
| 6764 | Mercedes AMG Petronas F1 2023 Kids Driver T-Shirt - Black/White | -2928893 | BLACK, WHITE | -2928897 | 2023, LEWIS HAMILTON | ||
| 8836 | Williams Racing F1 2023 Kids Team Baseball Hat - Youth Navy/White | -5414035 | NAVY, WHITE | -5414039 | 2023 | ||
| 6680 | Mercedes AMG Petronas F1 2023 Kids Lewis Hamilton Baseball Hat - Youth | -9774572 | BLACK, BLUE, WHITE | -9774576 | 2023, LEWIS HAMILTON, YELLOW, PEACH, WOMEN |