Fold 2 - Understanding why coefficient 954188501 was selected
Tag: FP COLLECTION
Selected Coefficient: 954188501
Taxonomy Path: 0.0.65.8.20
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? |
|---|---|---|---|---|---|
| 954188501 | 1.000145 | 0.0.65.8.20 | 20.8.65.0.0 (20*83^4 + 8*83^3 + 65*83^2) | Yes | |
| 1001646822 | 1.000145 | 0.0.65.8.21 | 21.8.65.0.0 (21*83^4 + 8*83^3 + 65*83^2) | No | |
| 0 | 1.000290 | 0 | 0 (0) | No | |
| 14380 | 3.000000 | 21.7.2 | 2.7.21 (2*83^2 + 7*83 + 21) | No |
These are the training products that have the "FP COLLECTION" tag (processing sequence 6700). 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 | 1001646822 | SNS | 47458321 | none | ||
| 20748 | Hydrating Ceramide Cream | 954188501 | SNS | 0 | none | ||
| 20594 | Gift for Good | 14380 | none | -954174121 | EXCLUDE_REBUY | ||
| 19254 | Candida Breakthrough® Program - Digital Resources | 0 | ALGOLIA-IGNORE | -954188501 | EXCLUDE_REBUY |