Fold 0 - Understanding why coefficient 731096 was selected
Tag: MILK CHOCOLATE
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 20
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 731096 | 1.000198 | 9.2.3.2 | 2.3.2.9 (2*71^3 + 3*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | Yes |
| 40479 | 1.003571 | 9.2.8 | 8.2.9 (8*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | No |
| -741173 | 19.000000 | -4.2.5.2 | -2.5.2.4 (-(2*71^3 + 5*71^2 + 2*71 + 4)) | No |
These are the training products that have the "MILK CHOCOLATE" tag (processing sequence 31). 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 |
|---|---|---|---|---|---|---|---|
| 3539 | "Triceratops" Milk Chocolate Block - 35g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3501 | Chocolatier Australia Mint Green Foiled Hearts in Milk Chocolate | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3534 | "Stegosaurus" Milk Chocolate Block - 35g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3460 | "Dog" Milk Chocolate Block - 35g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3463 | Duck in Milk Chocolate with Colour Inlay - 500g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3465 | "Floral Pattern" Milk Chocolate Block - 35g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3466 | "Get Well Soon" Milk Chocolate Block - 35g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3471 | "Happy Easter" Praline Heart in Milk Chocolate Gift Bag - 30g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3474 | Large Easter Chocolate Smash Cake - 2kg (Melbourne Metro Only) | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3482 | Chocolatier Australia Assorted Foiled Hearts in Milk Chocolate | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3483 | Caramel Echidna Milk Chocolate | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | NOVELTIES | |
| 3485 | Mudcake Milk Chocolate | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3493 | Soccer Ball Halves Milk Chocolate - 8g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | NOVELTIES | |
| 3494 | Chocolatier Australia Mauve Foiled Hearts in Milk Chocolate | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3495 | Chocolatier Australia Mocha Foiled Hearts in Milk Chocolate | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3496 | Chocolatier Australia Pink Foiled Hearts in Milk Chocolate | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3498 | Chocolatier Australia Red Foiled Hearts in Milk Chocolate | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3499 | Strawberry Delice Milk Chocolate | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2763 | ChocoEve 8 Piece Gift Box | 40479 | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | none | -690617 | GIFT BOX, ALL NATURAL, DARK CHOCOLATE, CHOCOEVE | |
| 2772 | ChocoEve Hot Chocolate - Milk Chocolate | -741173 | ORGANIC | -1472269 | ALL NATURAL, CHOCOEVE |