Fold 1 - Understanding why coefficient 4 was selected
Tag: KID
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 4 | 3.000000 | 4 | 4 (4) | Yes | |
| -15804764535 | 4.000000 | -68.0.0.2.1.4 | -4.1.2.0.0.68 (-(4*83^5 + 47458321 + 2*83^3 + 68)) | No | |
| -50979366 | 4.000000 | -19.9.13.6.1 | -1.6.13.9.19 (-(47458321 + 6*83^3 + 13*83^2 + 9*83 + 19)) | No | |
| -116876 | 4.000000 | -12.80.16 | -16.80.12 (-(16*83^2 + 80*83 + 12)) | No |
These are the training products that have the "KID" tag (processing sequence 5678). 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 |
|---|---|---|---|---|---|---|---|
| 18160 | NIKE | TODDLER ROSHE ONE | 4 | none | 0 | none | ||
| 30642 | NIKE | TODDLER ROSHE ONE | 4 | none | 0 | none | ||
| 18199 | Well Wishes Wrap Bracelet | -116876 | BFF | -116880 | none | ||
| 28736 | Dog Playing Cake | -50979366 | 13TH, 1ST, COLOUR:BROWN | -50979370 | none | ||
| 25023 | Small Pocket Sketchbook | -15804764535 | #DRAWING | -15804764539 | LEDA |