Fold 2 - Understanding why coefficient -1004968 was selected
Tag: SIGNATURE COLLECTION
Selected Coefficient: -1004968
Taxonomy Path: -9.2.3.2
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 3
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)) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -1130038 | 6.000000 | -22.5.23.2 | -2.23.5.22 (-(2*79^3 + 23*79^2 + 5*79 + 22)) | No |
These are the training products that have the "SIGNATURE COLLECTION" tag (processing sequence 2618). 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 | 0 | CHOCOLATE TABLETS | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | |
| 3694 | Tablet - Dark Chocolate, 65% Origin Costa Rica | 0 | CHOCOLATE TABLETS | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | |
| 3632 | Tablet - Dark Chocolate, 70% Double tablet | -1004968 | CHOCOLATE TABLETS, DAIRY FREE | 0 | none | ||
| 3640 | Nuts - Fabbo Bar Dark Chocolate Hazelnut Bar | -1004968 | CHOCOLATE TABLETS, DAIRY FREE | 0 | none | ||
| 3630 | Tablet - Dark Chocolate, 70% with candied Lemon pieces and Black Pepper | -1004968 | CHOCOLATE TABLETS, DAIRY FREE | 0 | none | ||
| 3673 | Tablet - Milk Chocolate, 34% | -1004968 | CHOCOLATE TABLETS, MILK | 0 | none | ||
| 3642 | Tablet - Milk Chocolate, 34% with Raspberries and Pistachios | -1130038 | AWARD WINNING, CHOCOLATE TABLETS, MILK | -125070 | none |