Fold 2 - Understanding why coefficient 731096 was selected
Tag: MELBOURNE METRO
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 5
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 | 2.000198 | 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 | 2.000397 | 9.2.8 | 8.2.9 (8*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "MELBOURNE METRO" tag (processing sequence 992). 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 |
|---|---|---|---|---|---|---|---|
| 3459 | Dark Mini Eggs in Dark Chocolate Half Egg Gift Box - 140g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | DARK CHOCOLATE | |
| 3475 | Liquorice Bullets Dark Coated in Dark Chocolate Half Egg Gift Box - 150g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | DARK CHOCOLATE | |
| 3537 | Sweet Little Easter Chocolate Hamper - Cello | 40479 | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | none | -690617 | none | |
| 3474 | Large Easter Chocolate Smash Cake - 2kg (Melbourne Metro Only) | 0 | MILK CHOCOLATE | -731096 | none | ||
| 3476 | Liquorice Bullets Milk Coated in Milk Chocolate Half Egg Gift Box - 150g | 0 | MILK CHOCOLATE | -731096 | none |