Fold 1 - Understanding why coefficient 731096 was selected
Tag: DARK CHOCOLATE
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 731096 | 3.000000 | 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 |
| -716044 | 8.000000 | -9.3.0.2 | -2.0.3.9 (-(2*71^3 + 3*71 + 9)) | No | |
| -665488 | 8.000000 | -5.1.61.1 | -1.61.1.5 (-(357911 + 61*71^2 + 71 + 5)) | No | |
| 15052 | 8.000000 | 0.70.2 | 2.70.0 (2*71^2 + 70*71) | No |
These are the training products that have the "DARK CHOCOLATE" tag (processing sequence 1436). 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 |
|---|---|---|---|---|---|---|---|
| 3530 | Roasted Almonds in Dark Chocolate Gift Cube - 90g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2766 | ChocoEve Dark Chocolate Caramel Cup with French Gray Sea Salt - 8 Piece Gift Box | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3458 | Couverture Dark Chocolate Buttons Bag - 250g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3459 | Dark Mini Eggs in Dark Chocolate Half Egg Gift Box - 140g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3475 | Liquorice Bullets Dark Coated in Dark Chocolate Half Egg Gift Box - 150g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3443 | Grand Marnier Dark Chocolate Truffle | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2773 | ChocoEve Organic Hot Chocolate - Dark | 15052 | ORGANIC, ALL NATURAL | -716044 | CHOCOEVE | ||
| 2763 | ChocoEve 8 Piece Gift Box | -665488 | MILK CHOCOLATE, GIFT BOX, ALL NATURAL | -1396584 | CHOCOEVE | ||
| 2770 | ChocoEve Organic Hot Chocolate | -716044 | ORGANIC, MILK CHOCOLATE, ALL NATURAL | -1447140 | CHOCOEVE |