Fold 0 - Understanding why coefficient 77 was selected
Tag: ALGOLIA-IGNORE
Selected Coefficient: 77
Taxonomy Path: 77
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 77 | 3.000145 | 77 | 77 (77) | Yes | |
| 98409442 | 3.000145 | 77.0.9.6.2 | 2.6.9.0.77 (2*83^4 + 6*83^3 + 9*83^2 + 77) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 138042 | 4.000000 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| 193326079 | 4.000000 | 72.0.9.6.4 | 4.6.9.0.72 (4*83^4 + 6*83^3 + 9*83^2 + 72) | No |
These are the training products that have the "ALGOLIA-IGNORE" tag (processing sequence 6912). 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 | 193326079 | NO-AUTOIMMUNE-SOLUTION, EXCLUDE_REBUY | 193326002 | none | ||
| 19335 | ZYX Test Product | 98409442 | EXCLUDE_REBUY | 98409365 | SNS | ||
| 19366 | Essential Beauty To-Go Kit | 138042 | none | 137965 | none | ||
| 19254 | Candida Breakthrough® Program - Digital Resources | 77 | EXCLUDE_REBUY | 0 | none | ||
| 19280 | ZYX - Promo doff TEST | 0 | EXCLUDE_REBUY | -77 | SNS |