Fold 2 - Understanding why coefficient 1004968 was selected
Tag: DAIRY FREE
Selected Coefficient: 1004968
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 10
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 | 5.000000 | 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 |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| -2041057 | 9.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No | |
| 80895838 | 9.000000 | 75.78.5.6.2 | 2.6.5.78.75 (2*79^4 + 6*79^3 + 5*79^2 + 78*79 + 75) | No |
These are the training products that have the "DAIRY FREE" tag (processing sequence 1163). 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 |
|---|---|---|---|---|---|---|---|
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | 80895838 | ALKALINE, APPETITE | 79890870 | METABOLIC | ||
| 3625 | Treats - 70 % Dark Chocolate Hearts | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3593 | Treats - Dark Chocolate Covered Coffee Beans | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3594 | Treats - 70% Dark Chocolate Happy Faces | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3601 | Treats - 70% Dark Chocolate Assorted Fish | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3603 | Treats - 70% Dark Chocolate Flowers | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3640 | Nuts - Fabbo Bar Dark Chocolate Hazelnut Bar | 0 | CHOCOLATE TABLETS | -1004968 | SIGNATURE COLLECTION | ||
| 3630 | Tablet - Dark Chocolate, 70% with candied Lemon pieces and Black Pepper | 0 | CHOCOLATE TABLETS | -1004968 | SIGNATURE COLLECTION | ||
| 3632 | Tablet - Dark Chocolate, 70% Double tablet | 0 | CHOCOLATE TABLETS | -1004968 | SIGNATURE COLLECTION | ||
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | -2041057 | ORGANIC, KETOGENIC | -3046025 | GUT HEALTH |