Fold 0 - Understanding why coefficient -1004968 was selected
Tag: HEART
Selected Coefficient: -1004968
Taxonomy Path: -9.2.3.2
Taxonomy Name:
Products with this tag: 4
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 | 2.000000 | -9.2.3.2 | -2.3.2.9 (-(2*79^3 + 3*79^2 + 2*79 + 9)) | Yes | |
| -197764900 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "HEART" tag (processing sequence 3024). 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 |
|---|---|---|---|---|---|---|---|
| 21972 | Sour Gummy Hearts | 10 oz | 0 | 10OZ | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | |
| 3494 | Chocolatier Australia Mauve Foiled Hearts in Milk Chocolate | -1004968 | WRAPPED CHOCOLATES, MILK CHOCOLATE | 0 | none | ||
| 3496 | Chocolatier Australia Pink Foiled Hearts in Milk Chocolate | -1004968 | WRAPPED CHOCOLATES, MILK CHOCOLATE | 0 | none | ||
| 19883 | Motherwort Extract | -197764900 | SEXUAL HEALTH, COOLING, SIMPLE EXTRACTS | -196759932 | BITTER |