Fold 0 - Understanding why coefficient -165336 was selected
Tag: PACK:SERIES
Selected Coefficient: -165336
Taxonomy Path: -0.0.24
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -165336 | 2.000145 | -0.0.24 | -24.0.0 (-(24*83^2)) | Yes | |
| 0 | 2.000145 | 0 | 0 (0) | No | |
| -206837 | 3.000000 | -1.2.30 | -30.2.1 (-(30*83^2 + 2*83 + 1)) | No | |
| -165770 | 3.000000 | -19.5.24 | -24.5.19 (-(24*83^2 + 5*83 + 19)) | No |
These are the training products that have the "PACK:SERIES" tag (processing sequence 4828). 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 |
|---|---|---|---|---|---|---|---|
| 17282 | Series 3-Pack - September 2022 | 0 | FREEAFFIRMATION | 165336 | none | ||
| 17285 | Series Pack - January 2023 | -165336 | FREEAFFIRMATION | 0 | none | ||
| 17280 | Series 3-Pack - August 2022 | -165770 | FREEAFFIRMATION | -434 | none | ||
| 17283 | Series Mystery 3-Pack | -206837 | US OUT OF STOCK, FREEAFFIRMATION | -41501 | none |