Fold 4 - 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: 7
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 | 2.012818 | 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 | 2.013139 | 9.2.13 | 13.2.9 (13*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | No |
| 1023612 | 2.050633 | 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 |
| -954873 | 5.000160 | -0.0.74.1 | -1.74.0.0 (-(493039 + 74*79^2)) | No | |
| 0 | 5.000160 | 0 | 0 (0) | No |
These are the training products that have the "DARK CHOCOLATE" tag (processing sequence 2809). 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 |
|---|---|---|---|---|---|---|---|
| 2773 | ChocoEve Organic Hot Chocolate - Dark | 1023612 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 18644 | CHOCOEVE | |
| 3458 | Couverture Dark Chocolate Buttons Bag - 250g | 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 | |
| 3475 | Liquorice Bullets Dark Coated in Dark Chocolate Half Egg Gift Box - 150g | 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 | |
| 3443 | Grand Marnier Dark Chocolate Truffle | 0 | TRUFFLES | -1004968 | none | ||
| 2763 | ChocoEve 8 Piece Gift Box | -954873 | MILK CHOCOLATE | -1959841 | CHOCOEVE |