Fold 0 - Understanding why coefficient 1004968 was selected
Tag: DARK CHOCOLATE
Selected Coefficient: 1004968
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 1004968 | 4.000160 | 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 |
| 81300 | 4.000481 | 9.2.13 | 13.2.9 (13*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | No |
| 0 | 5.012658 | 0 | 0 (0) | No | |
| 18644 | 5.025316 | 0.78.2 | 2.78.0 (2*79^2 + 78*79) | No | |
| -1959841 | 7.000000 | -9.2.77.3 | -3.77.2.9 (-(3*79^3 + 77*79^2 + 2*79 + 9)) | No |
These are the training products that have the "DARK CHOCOLATE" tag (processing sequence 2564). 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 | 1004968 | 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 | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3458 | Couverture Dark Chocolate Buttons Bag - 250g | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2777 | Pili Nut Clusters | 81300 | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | none | -923668 | CHOCOEVE, DELICATE | |
| 2770 | ChocoEve Organic Hot Chocolate | 18644 | MILK CHOCOLATE | -986324 | CHOCOEVE | ||
| 3459 | Dark Mini Eggs in Dark Chocolate Half Egg Gift Box - 140g | 0 | MELBOURNE METRO | -1004968 | none | ||
| 3475 | Liquorice Bullets Dark Coated in Dark Chocolate Half Egg Gift Box - 150g | 0 | MELBOURNE METRO | -1004968 | none | ||
| 2763 | ChocoEve 8 Piece Gift Box | -1959841 | MILK CHOCOLATE, GIFT BOX | -2964809 | CHOCOEVE |