Fold 2 - Understanding why coefficient 96 was selected
Tag: ALGOLIA-IGNORE
Selected Coefficient: 96
Taxonomy Path: 13.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 96 | 1.012048 | 13.1 | 1.13 (83 + 13) | Yes | |
| 138042 | 1.012048 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| 98271419 | 2.000000 | 0.81.71.5.2 | 2.5.71.81.0 (2*83^4 + 5*83^3 + 71*83^2 + 81*83) | No |
These are the training products that have the "ALGOLIA-IGNORE" tag (processing sequence 6155). 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 |
|---|---|---|---|---|---|---|---|
| 19335 | ZYX Test Product | 98271419 | SNS | 98271323 | EXCLUDE_REBUY | ||
| 19366 | Essential Beauty To-Go Kit | 138042 | none | 137946 | none | ||
| 19254 | Candida Breakthrough® Program - Digital Resources | 96 | none | 0 | FP COLLECTION, EXCLUDE_REBUY |