Fold 4 - Understanding why coefficient 589 was selected
Tag: STOCKYIGNORETAG
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 589 | 3.012339 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 7478 | 3.012484 | 8.7.1 | 1.7.8 (6889 + 7*83 + 8) | No | |
| 8 | 3.060241 | 8 | 8 (8) | No | |
| 0 | 6.000145 | 0 | 0 (0) | No | |
| 103335 | 6.000290 | 0.0.15 | 15.0.0 (15*83^2) | No |
These are the training products that have the "STOCKYIGNORETAG" tag (processing sequence 4321). 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 | 103335 | ON-SALE AUTO-MECHANIC | 102746 | none | ||
| 8450 | VXV 510 Adapter for SMOK RPM40 | 7478 | none | 6889 | none | ||
| 8436 | Smok Bolt Extender | 7478 | none | 6889 | none | ||
| 8456 | Aspire Nautilus X / Pockex Replacement Drip Tip | 589 | none | 0 | none | ||
| 8437 | Smok Bolt Control Head | 589 | none | 0 | none | ||
| 8435 | Smok Bolt Body | 589 | none | 0 | none | ||
| 8467 | Uwell Caliburn A2 Pod Kit (CRC) | 8 | none | -581 | none | ||
| 8465 | Pioneer4You IPV5 | 0 | ON-SALE AUTO-MECHANIC | -589 | none | ||
| 8459 | Smok Rigel 230W Starter Kit 2ML (CRC) | 0 | ON-SALE AUTO-MECHANIC | -589 | none |