Fold 2 - Understanding why coefficient 731096 was selected
Tag: DAIRY FREE
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 11
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 | 6.000000 | 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 | 8.000000 | 0 | 0 (0) | No | |
| -731096 | 9.000000 | -9.2.3.2 | -2.3.2.9 (-(2*71^3 + 3*71^2 + 2*71 + 9)) | No | |
| -1487321 | 10.000000 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | No |
These are the training products that have the "DAIRY FREE" tag (processing sequence 649). 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 |
|---|---|---|---|---|---|---|---|
| 3675 | Sugar Free Bar - 54% cocoa | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3593 | Treats - Dark Chocolate Covered Coffee Beans | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3594 | Treats - 70% Dark Chocolate Happy Faces | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3601 | Treats - 70% Dark Chocolate Assorted Fish | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3603 | Treats - 70% Dark Chocolate Flowers | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3630 | Tablet - Dark Chocolate, 70% with candied Lemon pieces and Black Pepper | 0 | CHOCOLATE TABLETS | -731096 | SIGNATURE COLLECTION | ||
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | 0 | PROTEIN | -731096 | DELICIOUS | ||
| 3632 | Tablet - Dark Chocolate, 70% Double tablet | 0 | CHOCOLATE TABLETS | -731096 | SIGNATURE COLLECTION | ||
| 3631 | Tablet - Dark Chocolate, 70% with Hazelnuts, Pecans, Almonds and Pistachios | -731096 | BEST SELLERS, CHOCOLATE TABLETS | -1462192 | SIGNATURE COLLECTION | ||
| 3640 | Nuts - Fabbo Bar Dark Chocolate Hazelnut Bar | -731096 | BEST SELLERS, CHOCOLATE TABLETS | -1462192 | SIGNATURE COLLECTION | ||
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | -1487321 | ORGANIC, KETOGENIC | -2218417 | GUT HEALTH |