Fold 2 - Understanding why coefficient 249 was selected
Tag: POUCH
Selected Coefficient: 249
Taxonomy Path: 0.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 249 | 2.000000 | 0.3 | 3.0 (3*83) | Yes | |
| 15 | 2.012048 | 15 | 15 (15) | No | |
| 264 | 2.012048 | 15.3 | 3.15 (3*83 + 15) | No |
These are the training products that have the "POUCH" tag (processing sequence 3065). 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 |
|---|---|---|---|---|---|---|---|
| 4487 | OLIVE | 264 | none | 15 | POTLI | ||
| 3998 | CHERRI | 249 | MADE TO ORDER | 0 | POTLI | ||
| 4471 | NIMRAT Potli | 249 | MADE TO ORDER | 0 | POTLI | ||
| 4110 | FURLA | 15 | none | -234 | POTLI |