Fold 3 - 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: 8
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 |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 19888 | 7.000000 | 8.67.3 | 3.67.8 (3*71^2 + 67*71 + 8) | No | |
| 50556 | 7.000000 | 4.2.10 | 10.2.4 (10*71^2 + 2*71 + 4) | No |
These are the training products that have the "DARK CHOCOLATE" tag (processing sequence 1451). 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 |
|---|---|---|---|---|---|---|---|
| 3443 | Grand Marnier Dark Chocolate Truffle | 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 | |
| 3459 | Dark Mini Eggs in Dark Chocolate Half Egg Gift Box - 140g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2773 | ChocoEve Organic Hot Chocolate - Dark | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | ORGANIC, ALL NATURAL | 0 | none | |
| 3458 | Couverture Dark Chocolate Buttons Bag - 250g | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2763 | ChocoEve 8 Piece Gift Box | 50556 | MILK CHOCOLATE, GIFT BOX, ALL NATURAL | -680540 | none | ||
| 2777 | Pili Nut Clusters | 19888 | DELICATE | -711208 | none | ||
| 2770 | ChocoEve Organic Hot Chocolate | 0 | ORGANIC, MILK CHOCOLATE, ALL NATURAL | -731096 | none |