Fold 0 - Understanding why coefficient 65684 was selected
Tag: DELICATE
Selected Coefficient: 65684
Taxonomy Path: 9.2.13
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Nuts & Seeds
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 65684 | 0.000198 | 9.2.13 | 13.2.9 (13*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | Yes |
| 731096 | 0.000198 | 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 | No |
These are the training products that have the "DELICATE" tag (processing sequence 1029). 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 |
|---|---|---|---|---|---|---|---|
| 2776 | Dark Chocolate Bars with Cocoa Nibs | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 665412 | CHOCOEVE | |
| 2777 | Pili Nut Clusters | 65684 | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | none | 0 | CHOCOEVE |