Fold 1 - Understanding why coefficient -620176 was selected
Tag: KING
Selected Coefficient: -620176
Taxonomy Path: -0.2.7.1
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? |
|---|---|---|---|---|---|
| -620176 | 1.012048 | -0.2.7.1 | -1.7.2.0 (-(571787 + 7*83^2 + 2*83)) | Yes | |
| 0 | 1.012048 | 0 | 0 (0) | No | |
| 186 | 2.000000 | 20.2 | 2.20 (2*83 + 20) | No |
These are the training products that have the "KING" tag (processing sequence 6237). 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 |
|---|---|---|---|---|---|---|---|
| 27656 | Jesus in King no matter who is president 11oz Mug | 186 | none | 620362 | none | ||
| 29614 | Fat King Blackcurrant Lemonade 50ml | 0 | 50VG | 620176 | none | ||
| 29713 | Fat King Blueberg 50ml | -620176 | 50VG | 0 | none |