Fold 1 - Understanding why coefficient 589 was selected
Tag: ON-SALE AUTO-MECHANIC
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 589 | 1.000145 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 103924 | 1.000290 | 8.7.15 | 15.7.8 (15*83^2 + 7*83 + 8) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ON-SALE AUTO-MECHANIC" tag (processing sequence 3066). 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 |
|---|---|---|---|---|---|---|---|
| 8468 | Sigelei 75W TC Box | 103924 | none | 103335 | none | ||
| 8459 | Smok Rigel 230W Starter Kit 2ML (CRC) | 589 | none | 0 | none | ||
| 8465 | Pioneer4You IPV5 | 589 | none | 0 | none | ||
| 8375 | GeekVape Cerberus - Resin Tank/810 Tip Combo | 0 | IGNORE | -589 | none |