Fold 0 - Understanding why coefficient 1004968 was selected
Tag: MILK CHOCOLATE
Selected Coefficient: 1004968
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 18
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 1004968 | 4.025477 | 9.2.3.2 | 2.3.2.9 (2*79^3 + 3*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | Yes |
| 50095 | 4.027079 | 9.2.8 | 8.2.9 (8*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | No |
| 1023612 | 4.151899 | 9.1.6.2 | 2.6.1.9 (2*79^3 + 6*79^2 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | No |
| 0 | 14.000000 | 0 | 0 (0) | No |
These are the training products that have the "MILK CHOCOLATE" tag (processing sequence 1805). 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 |
|---|---|---|---|---|---|---|---|
| 2770 | ChocoEve Organic Hot Chocolate | 1023612 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 18644 | DARK CHOCOLATE, CHOCOEVE | |
| 2772 | ChocoEve Hot Chocolate - Milk Chocolate | 1023612 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 18644 | CHOCOEVE | |
| 3539 | "Triceratops" Milk Chocolate Block - 35g | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3465 | "Floral Pattern" Milk Chocolate Block - 35g | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3466 | "Get Well Soon" Milk Chocolate Block - 35g | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3471 | "Happy Easter" Praline Heart in Milk Chocolate Gift Bag - 30g | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3503 | "Happy Mother's Day" Lollipop in Milk Chocolate - 45g | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3500 | Tennis Racquet Milk Chocolate - 20g | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3484 | Grand Prix Car Milk Chocolate - 9.5g | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3485 | Mudcake Milk Chocolate | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3499 | Strawberry Delice Milk Chocolate | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3493 | Soccer Ball Halves Milk Chocolate - 8g | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3460 | "Dog" Milk Chocolate Block - 35g | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2763 | ChocoEve 8 Piece Gift Box | 50095 | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | none | -954873 | GIFT BOX, DARK CHOCOLATE, CHOCOEVE | |
| 3496 | Chocolatier Australia Pink Foiled Hearts in Milk Chocolate | 0 | WRAPPED CHOCOLATES | -1004968 | none | ||
| 3476 | Liquorice Bullets Milk Coated in Milk Chocolate Half Egg Gift Box - 150g | 0 | MELBOURNE METRO | -1004968 | none | ||
| 3474 | Large Easter Chocolate Smash Cake - 2kg (Melbourne Metro Only) | 0 | MELBOURNE METRO | -1004968 | none | ||
| 3463 | Duck in Milk Chocolate with Colour Inlay - 500g | 0 | MELBOURNE METRO | -1004968 | none |