Fold 4 - Understanding why coefficient 19 was selected
Tag: ALGOLIA-IGNORE
Selected Coefficient: 19
Taxonomy Path: 19
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? |
|---|---|---|---|---|---|
| 19 | 2.000000 | 19 | 19 (19) | Yes | |
| 138042 | 2.000000 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| 193326098 | 2.000000 | 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 6188). 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 | 193326079 | EXCLUDE_REBUY | ||
| 19366 | Essential Beauty To-Go Kit | 138042 | none | 138023 | none | ||
| 19280 | ZYX - Promo doff TEST | 19 | none | 0 | EXCLUDE_REBUY, SNS |