Fold 1 - Understanding why coefficient -599296 was selected
Tag: CHOCOLATE
Selected Coefficient: -599296
Taxonomy Path: -2.2.17.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -599296 | 2.000000 | -2.2.17.1 | -1.17.2.2 (-(493039 + 17*79^2 + 2*79 + 2)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1004968 | 2.000000 | 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 | No |
These are the training products that have the "CHOCOLATE" tag (processing sequence 4002). 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 |
|---|---|---|---|---|---|---|---|
| 2761 | Chocolate Pieces 4oz. | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 1604264 | none | |
| 18081 | Chefmaster Candy Color 2oz | 0 | FOOD COLOR | 599296 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | none | |
| 1002 | Lysette Maxi | -599296 | CUTE DRESSES, MAXI DRESSES, FREE PEOPLEWE THE FREE | 0 | none |