Fold 3 - Understanding why coefficient 92 was selected
Tag: ALGOLIA-IGNORE
Selected Coefficient: 92
Taxonomy Path: 13.1
Taxonomy Name: Health & Beauty > Health Care
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 92 | 0.012658 | 13.1 | 1.13 (79 + 13) | Health & Beauty > Health Care | Yes |
| 125070 | 0.012658 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
These are the training products that have the "ALGOLIA-IGNORE" tag (processing sequence 3307). 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 |
|---|---|---|---|---|---|---|---|
| 19366 | Essential Beauty To-Go Kit | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 124978 | none | |
| 19254 | Candida Breakthrough® Program - Digital Resources | 92 | Health & Beauty > Health Care | none | 0 | EXCLUDE_REBUY |