Fold 0 - Understanding why coefficient 731096 was selected
Tag: CHOCOLATE TABLETS
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: 2
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 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHOCOLATE TABLETS" tag (processing sequence 571). 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 |
|---|---|---|---|---|---|---|---|
| 3696 | Tablet - Dark Chocolate, 70% Origin Colombia | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | SIGNATURE COLLECTION | |
| 3673 | Tablet - Milk Chocolate, 34% | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | MILK, SIGNATURE COLLECTION | |
| 3694 | Tablet - Dark Chocolate, 65% Origin Costa Rica | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | SIGNATURE COLLECTION | |
| 3630 | Tablet - Dark Chocolate, 70% with candied Lemon pieces and Black Pepper | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | SIGNATURE COLLECTION | |
| 3632 | Tablet - Dark Chocolate, 70% Double tablet | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | SIGNATURE COLLECTION, VEGAN FRIENDLY | |
| 3641 | Nuts - Fabbo Bar Milk Chocolate Hazelnut Bar | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | MILK, SIGNATURE COLLECTION | |
| 3631 | Tablet - Dark Chocolate, 70% with Hazelnuts, Pecans, Almonds and Pistachios | 0 | BEST SELLERS | -731096 | SIGNATURE COLLECTION | ||
| 3642 | Tablet - Milk Chocolate, 34% with Raspberries and Pistachios | 0 | BEST SELLERS | -731096 | MILK, SIGNATURE COLLECTION | ||
| 3640 | Nuts - Fabbo Bar Dark Chocolate Hazelnut Bar | 0 | BEST SELLERS | -731096 | SIGNATURE COLLECTION, VEGAN FRIENDLY |