Fold 1 - Understanding why coefficient 9754999 was selected
Tag: KOSHER
Selected Coefficient: 9754999
Taxonomy Path: 9.2.5.17
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations
Products with this tag: 31
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 9754999 | 15.024532 | 9.2.5.17 | 17.5.2.9 (17*83^3 + 5*83^2 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | Yes |
| 592629 | 15.025693 | 9.2.3.1 | 1.3.2.9 (571787 + 3*83^2 + 2*83 + 9) | No | |
| 4009490 | 15.168675 | 9.1.1.7 | 7.1.1.9 (7*83^3 + 6889 + 83 + 9) | No | |
| 0 | 18.000000 | 0 | 0 (0) | No | |
| 585828 | 29.000000 | 14.3.2.1 | 1.2.3.14 (571787 + 2*83^2 + 3*83 + 14) | No |
These are the training products that have the "KOSHER" tag (processing sequence 3244). 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 |
|---|---|---|---|---|---|---|---|
| 7186 | Lilac Sugar Crystals | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | COLOR_PURPLE | |
| 7198 | Leaf Green Sugar Crystals | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7327 | Yellow-White Nonpareils | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7328 | 1/2" Royal Icing Forget-Me-Nots - Petite - Assorted - Kosher | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7340 | Pink-Blue Nonpareils | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7386 | Orange-White Nonpareils | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7391 | Pink-Yellow Nonpareils | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7392 | Pink-White Nonpareils | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7403 | Red-Blue Nonpareils | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7414 | 3/8" Royal Icing Drop Flowers - Mini - Assorted - Kosher | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 10538 | Dinosaur Shapes | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | BOY BIRTHDAY, GIRL BIRTHDAY | |
| 14903 | Kosher Shiraz 2021 | 4009490 | none | -5745509 | none | ||
| 14902 | Kosher Sauvignon Blanc 2022 | 4009490 | none | -5745509 | none | ||
| 7351 | Yellow-Blue Nonpareils | 592629 | none | -9162370 | none | ||
| 7402 | White-Black Nonpareils | 592629 | none | -9162370 | none | ||
| 7345 | Red-Yellow Nonpareils | 592629 | none | -9162370 | none | ||
| 7494 | 3.5" Anemone - White | 585828 | none | -9169171 | BASE_GUMPASTE | ||
| 7435 | 2" Tea Rose - White | 585828 | none | -9169171 | BASE_GUMPASTE | ||
| 7253 | Teal-Purple-Lime Green Sprinkles (Jimmies) | 0 | SUGAR STRANDS | -9754999 | COLOR_PURPLE | ||
| 7267 | Teal-Purple-White Sprinkles (Jimmies) | 0 | SUGAR STRANDS | -9754999 | COLOR_PURPLE | ||
| 7288 | Blue-Light Blue-Lime Green Sprinkles (Jimmies) | 0 | SUGAR STRANDS | -9754999 | none | ||
| 7289 | Teal-Brown Sprinkles (Jimmies) | 0 | SUGAR STRANDS | -9754999 | none | ||
| 7293 | Yellow-Teal-Light Blue Sprinkles (Jimmies) | 0 | SUGAR STRANDS | -9754999 | none | ||
| 7321 | Pink-Light Blue Sprinkles (Jimmies) | 0 | SUGAR STRANDS | -9754999 | BABY BOY | ||
| 7313 | Light Blue-Red-Black-White Sprinkles (Jimmies) | 0 | SUGAR STRANDS | -9754999 | none | ||
| 7326 | 1.5" Royal Icing Hanukkah Set - Kosher | 0 | STAR OF DAVID | -9754999 | TYPE_DECORATIONS | ||
| 7413 | Teal Blue Sprinkles(Jimmies) | 0 | SUGAR STRANDS | -9754999 | none | ||
| 7504 | 1.5" Royal Icing Star of David - Kosher | 0 | STAR OF DAVID | -9754999 | TYPE_DECORATIONS | ||
| 7229 | Blue-Pink-Lime Green Sprinkles (Jimmies) | 0 | SUGAR STRANDS | -9754999 | none | ||
| 7230 | Pink-Purple-Yellow-Blue Sprinkles (Jimmies) | 0 | SUGAR STRANDS | -9754999 | COLOR_PURPLE | ||
| 7239 | Pink-White-Light Blue Sprinkles (Jimmies) | 0 | SUGAR STRANDS | -9754999 | BABY BOY |