Fold 4 - Understanding why coefficient -9502501 was selected
Tag: PEACH
Selected Coefficient: -9502501
Taxonomy Path: -3.3.39.26
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? |
|---|---|---|---|---|---|
| -9502501 | 2.000000 | -3.3.39.26 | -26.39.3.3 (-(26*71^3 + 39*71^2 + 3*71 + 3)) | Yes | |
| -20307 | 2.000000 | -1.2.4 | -4.2.1 (-(4*71^2 + 2*71 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "PEACH" tag (processing sequence 2500). 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 |
|---|---|---|---|---|---|---|---|
| 6378 | A&A PUMPKIN BALSAMIC | 0 | 100% NATURAL | 9502501 | none | ||
| 74 | Peach Sequins Crop Top | -20307 | CROP TOP, TRENDING | 9482194 | none | ||
| 6718 | Mercedes AMG Petronas F1 2023 Lewis Hamilton Baseball Hat | -9502501 | BLUE, BLACK, WHITE, GREY, ADULT | 0 | none |