Fold 2 - 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: 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? |
|---|---|---|---|---|---|
| 1004968 | 3.000000 | 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 |
| -2022413 | 8.000000 | -13.4.8.4 | -4.8.4.13 (-(4*79^3 + 8*79^2 + 4*79 + 13)) | No | |
| -1959841 | 8.000000 | -9.2.77.3 | -3.77.2.9 (-(3*79^3 + 77*79^2 + 2*79 + 9)) | No | |
| -1017445 | 8.000000 | -4.2.5.2 | -2.5.2.4 (-(2*79^3 + 5*79^2 + 2*79 + 4)) | No |
These are the training products that have the "DARK CHOCOLATE" tag (processing sequence 1168). 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 | |
| 3459 | Dark Mini Eggs in Dark Chocolate Half Egg Gift Box - 140g | 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 | |
| 3443 | Grand Marnier Dark Chocolate Truffle | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2773 | ChocoEve Organic Hot Chocolate - Dark | -1017445 | ORGANIC | -2022413 | CHOCOEVE | ||
| 2763 | ChocoEve 8 Piece Gift Box | -1959841 | MILK CHOCOLATE, GIFT BOX | -2964809 | CHOCOEVE | ||
| 2770 | ChocoEve Organic Hot Chocolate | -2022413 | ORGANIC, MILK CHOCOLATE | -3027381 | CHOCOEVE |