Fold 3 - Understanding why coefficient 55777 was selected
Tag: 23-M-EU
Selected Coefficient: 55777
Taxonomy Path: 1.8.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 55777 | 0.000145 | 1.8.8 | 8.8.1 (8*83^2 + 8*83 + 1) | Yes | |
| 41999 | 0.000435 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | No |
These are the training products that have the "23-M-EU" tag (processing sequence 3041). 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 |
|---|---|---|---|---|---|---|---|
| 33491 | Old Soles Girl's 6157 Sneaky Rainbow Sneakers - Rossini/Bright Red/Copper | 55777 | none | 0 | none | ||
| 33496 | Old Soles Girl's 6153 Quest Sneakers - Snow/Lilium/Pink Frost | 55777 | none | 0 | none | ||
| 33535 | Old Soles Girl's 6134 Plats Shoes, Snow/Silver | 55777 | none | 0 | none | ||
| 33526 | Old Soles 551 Girl's Harlequin Sandal, Silver/Glam Argent | 41999 | none | -13778 | SP22 |