Fold 4 - Understanding why coefficient 954326543 was selected
Tag: SNS
Selected Coefficient: 954326543
Taxonomy Path: 13.3.2.9.20
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? |
|---|---|---|---|---|---|
| 954326543 | 1.000145 | 13.3.2.9.20 | 20.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 1001784864 | 1.000145 | 13.3.2.9.21 | 21.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 138042 | 1.000290 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| -19 | 3.000000 | -19 | -19 (-(19)) | No |
These are the training products that have the "SNS" tag (processing sequence 6773). 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 |
|---|---|---|---|---|---|---|---|
| 20744 | Age-Defying Hyaluronic Acid Serum | 1001784864 | none | 47458321 | none | ||
| 20748 | Hydrating Ceramide Cream | 954326543 | none | 0 | none | ||
| 19342 | Enhanced Beauty Kit | 138042 | none | -954188501 | none | ||
| 19280 | ZYX - Promo doff TEST | -19 | ALGOLIA-IGNORE, EXCLUDE_REBUY | -954326562 | none |