Fold 1 - Understanding why coefficient -138023 was selected
Tag: ALGOLIA-IGNORE
Selected Coefficient: -138023
Taxonomy Path: -77.2.20
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? |
|---|---|---|---|---|---|
| -138023 | 3.000000 | -77.2.20 | -20.2.77 (-(20*83^2 + 2*83 + 77)) | Yes | |
| 96 | 3.000000 | 13.1 | 1.13 (83 + 13) | No | |
| 98271419 | 3.000000 | 0.81.71.5.2 | 2.5.71.81.0 (2*83^4 + 5*83^3 + 71*83^2 + 81*83) | No | |
| 193326098 | 3.000000 | 8.1.9.6.4 | 4.6.9.1.8 (4*83^4 + 6*83^3 + 9*83^2 + 83 + 8) | No |
These are the training products that have the "ALGOLIA-IGNORE" tag (processing sequence 6670). 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 |
|---|---|---|---|---|---|---|---|
| 20797 | Leaky Gut Breakthrough® Program - Digital Resources | 193326098 | NO-AUTOIMMUNE-SOLUTION | 193464121 | EXCLUDE_REBUY | ||
| 19335 | ZYX Test Product | 98271419 | SNS | 98409442 | EXCLUDE_REBUY | ||
| 19254 | Candida Breakthrough® Program - Digital Resources | 96 | none | 138119 | EXCLUDE_REBUY | ||
| 19280 | ZYX - Promo doff TEST | -138023 | SNS | 0 | EXCLUDE_REBUY |