Fold 0 - Understanding why coefficient -49752533 was selected
Tag: KID
Selected Coefficient: -49752533
Taxonomy Path: -9.2.1.4.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -49752533 | 1.000000 | -9.2.1.4.1 | -1.4.1.2.9 (-(47458321 + 4*83^3 + 6889 + 2*83 + 9)) | Yes | |
| 6990 | 1.000000 | 18.1.1 | 1.1.18 (6889 + 83 + 18) | No |
These are the training products that have the "KID" tag (processing sequence 5024). 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 |
|---|---|---|---|---|---|---|---|
| 25023 | Small Pocket Sketchbook | 6990 | none | 49759523 | LEDA, #DRAWING | ||
| 28736 | Dog Playing Cake | -49752533 | 1ST, 13TH | 0 | none |