Fold 2 - Understanding why coefficient -15902308 was selected
Tag: LOGO
Selected Coefficient: -15902308
Taxonomy Path: -3.3.20.32
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? |
|---|---|---|---|---|---|
| -15902308 | 2.000000 | -3.3.20.32 | -32.20.3.3 (-(32*79^3 + 20*79^2 + 3*79 + 3)) | 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 "LOGO" tag (processing sequence 1930). 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 |
|---|---|---|---|---|---|---|---|
| 3225 | 3 ambachtelijke bonbons in zakje met eigen etiket | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 16907276 | none | |
| 3365 | Luxe chocoladeletter Melkchocolade Pistache-Hazelnoot S per stuk | 0 | SINTERKLAAS | 15902308 | none | ||
| 13780 | Kingdom of Tonga Hibiscus Turtle Sarong | -15902308 | GREEN, BLUE, RED, APPAREL | 0 | none |