Fold 2 - Understanding why coefficient 138042 was selected
Tag: SNS
Selected Coefficient: 138042
Taxonomy Path: 13.3.20
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 138042 | 0.012339 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | Yes | |
| 954326543 | 0.012339 | 13.3.2.9.20 | 20.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 1001784864 | 0.012339 | 13.3.2.9.21 | 21.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 98409461 | 0.048193 | 13.1.9.6.2 | 2.6.9.1.13 (2*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "SNS" tag (processing sequence 5729). 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 | 1001646822 | FP COLLECTION | ||
| 20748 | Hydrating Ceramide Cream | 954326543 | none | 954188501 | FP COLLECTION | ||
| 19335 | ZYX Test Product | 98409461 | none | 98271419 | ALGOLIA-IGNORE, EXCLUDE_REBUY | ||
| 19342 | Enhanced Beauty Kit | 138042 | none | 0 | none | ||
| 19361 | Essential Beauty Kit | 138042 | none | 0 | none |