Fold 2 - Understanding why coefficient 5 was selected
Tag: FREEAFFIRMATION
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 5 | 4.000000 | 5 | 5 (5) | Yes | |
| 439 | 7.000145 | 24.5 | 5.24 (5*83 + 24) | No | |
| 165775 | 7.000145 | 24.5.24 | 24.5.24 (24*83^2 + 5*83 + 24) | No | |
| 206842 | 8.000000 | 6.2.30 | 30.2.6 (30*83^2 + 2*83 + 6) | No | |
| 372612 | 8.000000 | 25.7.54 | 54.7.25 (54*83^2 + 7*83 + 25) | No |
These are the training products that have the "FREEAFFIRMATION" tag (processing sequence 3380). 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 |
|---|---|---|---|---|---|---|---|
| 17049 | March Guaranteed Goldie - Mystery 3-Pack | 372612 | META-YEARLY-23 | 372607 | none | ||
| 17048 | Guaranteed Goldie Mystery 3-Pack | 206842 | META-YEARLY-23 | 206837 | DAY | ||
| 17281 | Series 3-Pack - July 2022 | 165775 | none | 165770 | none | ||
| 17285 | Series Pack - January 2023 | 439 | none | 434 | none | ||
| 17284 | Series Pack - February 2023 | 5 | none | 0 | none | ||
| 17271 | Prepaid Grandfathered Mystery 4-Pack | 5 | none | 0 | none | ||
| 17267 | Rubber Ducky Goldies | 5 | none | 0 | BIS-HIDDEN | ||
| 16995 | Feel-Good 4-Pack | 5 | none | 0 | none | ||
| 17280 | Series 3-Pack - August 2022 | 5 | none | 0 | none |